{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T20:49:21Z","timestamp":1790887761624,"version":"4.1.0"},"reference-count":433,"publisher":"Emerald","issue":"2-3","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2005,6,5]]},"abstract":"<jats:p>We review methods for kinematic tracking of the human body in video. The review is part of a projected book that is intended to cross-fertilize ideas about motion representation between the animation and computer vision communities. The review confines itself to the earlier stages of motion, focusing on tracking and motion synthesis; future material will cover activity representation and motion generation.<\/jats:p>\n                  <jats:p>In general, we take the position that tracking does not necessarily involve (as is usually thought) complex multimodal inference problems. Instead, there are two key problems, both easy to state.<\/jats:p>\n                  <jats:p>The first is lifting, where one must infer the configuration of the body in three dimensions from image data. Ambiguities in lifting can result in multimodal inference problem, and we review what little is known about the extent to which a lift is ambiguous. The second is data association, where one must determine which pixels in an image come from the body. We see a tracking by detection approach as the most productive, and review various human detection methods.<\/jats:p>\n                  <jats:p>Lifting, and a variety of other problems, can be simplified by observing temporal structure in motion, and we review the literature on data-driven human animation to expose what is known about this structure. Accurate generative models of human motion would be extremely useful in both animation and tracking, and we discuss the profound difficulties encountered in building such models. Discriminative methods \u2013 which should be able to tell whether an observed motion is human or not \u2013 do not work well yet, and we discuss why.<\/jats:p>\n                  <jats:p>There is an extensive discussion of open issues. In particular, we discuss the nature and extent of lifting ambiguities, which appear to be significant at short timescales and insignificant at longer timescales. This discussion suggests that the best tracking strategy is to track a 2D representation, and then lift it. We point out some puzzling phenomena associated with the choice of human motion representation \u2013 joint angles vs. joint positions. Finally, we give a quick guide to resources.<\/jats:p>","DOI":"10.1561\/0600000005","type":"journal-article","created":{"date-parts":[[2006,8,1]],"date-time":"2006-08-01T09:45:22Z","timestamp":1154425522000},"page":"77-254","source":"Crossref","is-referenced-by-count":111,"title":["Computational Studies of Human Motion: Part 1, Tracking and Motion Synthesis"],"prefix":"10.1108","volume":"1","author":[{"given":"David A.","family":"Forsyth","sequence":"first","affiliation":[{"name":"University of Illinois Urbana Champaign"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Okan","family":"Arikan","sequence":"additional","affiliation":[{"name":"University of Texas at Austin"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Leslie","family":"Ikemoto","sequence":"additional","affiliation":[{"name":"University of California , Berkeley"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"James","family":"O\u2019Brien","sequence":"additional","affiliation":[{"name":"University of California , Berkeley"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Deva","family":"Ramanan","sequence":"additional","affiliation":[{"name":"Toyota Technological Institute at Chicago"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"140","published-online":{"date-parts":[[2005,6,5]]},"reference":[{"key":"2026041706440682100_ref001","doi-asserted-by":"crossref","first-page":"173","DOI":"10.1145\/1028523.1028546","volume-title":"SCA \u201904: Proceedings of the 2004 ACM SIGGRAPH\/Eurographics symposium on Computer animation","author":"Abe","year":"2004"},{"key":"2026041706440682100_ref002","volume-title":"Foundations of mechanics","author":"Abraham","year":"1978"},{"key":"2026041706440682100_ref003","doi-asserted-by":"crossref","first-page":"2","DOI":"10.1145\/1015330.1015343","volume-title":"ICML \u201904: Proceedings of the twenty-first international conference on Machine learning","author":"Agarwal","year":"2004"},{"key":"2026041706440682100_ref004","first-page":"54","article-title":"Tracking articulated motion using a mixture of autoregressive models","volume-title":"European Conference on Computer Vision","author":"Agarwal","year":"2004"},{"key":"2026041706440682100_ref005","doi-asserted-by":"crossref","DOI":"10.1109\/CVPR.2005.496","article-title":"Monocular human motion capture with a mixture of regressors","volume-title":"Workshop on Vision for Human Computer Interaction at CVPR\u201905","author":"Agarwal","year":"2005"},{"issue":"1","key":"2026041706440682100_ref006","doi-asserted-by":"crossref","first-page":"44","DOI":"10.1109\/TPAMI.2006.21","article-title":"Recovering 3D human pose from monocular images","volume":"28","author":"Agarwal","year":"2006","journal-title":"IEEE T. 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Artificial Intelligence","author":"Agin","year":"1973"},{"issue":"4","key":"2026041706440682100_ref010","doi-asserted-by":"crossref","first-page":"439","DOI":"10.1109\/TC.1976.1674626","article-title":"Computer description of curved objects","volume":"25","author":"Agin","year":"1976","journal-title":"IEEE Trans. Computer"},{"key":"2026041706440682100_ref011","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1016\/S0022-5193(05)80434-5","article-title":"Optimum timing of muscle activation for simple models of throwing","volume":"150","author":"Alexander","year":"1991","journal-title":"J. Theor. Biol."},{"key":"2026041706440682100_ref012","doi-asserted-by":"crossref","first-page":"201","DOI":"10.1080\/10255849908907988","article-title":"A dynamic optimization solution for vertical jumping in three dimensions","volume":"2","author":"Anderson","year":"1999","journal-title":"Computer Methods in Biomechanics and Biomedical Engineering"},{"key":"2026041706440682100_ref013","volume-title":"Anthropometric source book","author":"S. o. 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SIGGRAPH 2006","author":"Arikan","year":"2006"},{"key":"2026041706440682100_ref018","doi-asserted-by":"crossref","DOI":"10.1145\/1201775.882284","article-title":"Motion synthesis from annotations","volume-title":"Proceedings of SIGGRAPH 95","author":"Arikan","year":"2003"},{"key":"2026041706440682100_ref019","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-2063-1","volume-title":"Mathematical methods of classical mechanics","author":"Arnold","year":"1989"},{"key":"2026041706440682100_ref020","first-page":"40","article-title":"An appearance-based framework for 3d hand shape classification and camera viewpoint estimation","volume-title":"Int. Conf. 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Rev."},{"key":"2026041706440682100_ref023","volume-title":"Making them move: Mechanics, control, and animation of articulated figures","author":"Badler","year":"1991"},{"issue":"6","key":"2026041706440682100_ref024","doi-asserted-by":"crossref","first-page":"402","DOI":"10.1007\/s00371-004-0244-4","article-title":"An inverse kinematics architecture enforcing an arbitrary number of strict priority levels","volume":"20","author":"Baerlocher","year":"2004","journal-title":"The Visual Computer"},{"issue":"1","key":"2026041706440682100_ref025","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1007\/BF00054838","article-title":"Building surfaces of evolution: the weaving wall","volume":"3","author":"Baker","year":"1989","journal-title":"Int. J. 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Joint Conf. Artificial Intelligence","author":"Barrow","year":"1977"},{"key":"2026041706440682100_ref032","volume-title":"Estimation with applications to tracking and navigation","author":"Bar-Shalom","year":"2001"},{"key":"2026041706440682100_ref033","first-page":"299","article-title":"Learning flexible models from image sequences","volume-title":"European Conference on Computer Vision","author":"Baumberg","year":"1994"},{"issue":"4","key":"2026041706440682100_ref034","doi-asserted-by":"crossref","first-page":"509","DOI":"10.1109\/34.993558","article-title":"Shape matching and object recognition using shape contexts","volume":"24","author":"Belongie","year":"2002","journal-title":"IEEE T. Pattern Analysis and Machine Intelligence"},{"key":"2026041706440682100_ref035","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1080\/17442508108833174","article-title":"Exact finite-dimensional filters with certain diffusion non linear drift","volume":"5","author":"Bene\u0161","year":"1981","journal-title":"Stochastics"},{"issue":"1","key":"2026041706440682100_ref036","article-title":"A maximum entropy approach to natural language processing","volume":"22","author":"Berger","year":"1996","journal-title":"Computational Linguistics"},{"key":"2026041706440682100_ref037","doi-asserted-by":"crossref","first-page":"229","DOI":"10.1002\/(SICI)1099-1778(199610)7:4<229::AID-VIS143>3.0.CO;2-R","article-title":"On animating whip-type motions","volume":"5","author":"Bhat","year":"1996","journal-title":"The Journal of Visualization and Computer Animation"},{"issue":"1\u20133","key":"2026041706440682100_ref038","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1016\/0004-3702(81)90025-4","article-title":"Inferring surfaces from images","volume":"17","author":"Binford","year":"1981","journal-title":"Artificial Intelligence"},{"key":"2026041706440682100_ref039","volume-title":"Design and analysis of modern tracking systems","author":"Blackman","year":"1999"},{"key":"2026041706440682100_ref040","first-page":"561","article-title":"Learning parameterized models of image motion","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Black","year":"1997"},{"key":"2026041706440682100_ref041","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4471-1555-7","volume-title":"Active contours: The application of techniques from graphics, vision, control theory and statistics to visual tracking of shapes in motion","author":"Blake","year":"1998"},{"key":"2026041706440682100_ref042","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-7091-6874-5_1","article-title":"The process of motion capture: Dealing with the data","volume-title":"Computer Animation and Simulation \u201997. Proceedings of the Eurographics Workshop","author":"Bodenheimer","year":"1997"},{"key":"2026041706440682100_ref043","doi-asserted-by":"crossref","first-page":"50","DOI":"10.1007\/3-540-45479-9_6","article-title":"Non-retrieval: Blocking pornographic images","volume-title":"Int. Conf. Image Video Retrieval","author":"Bosson","year":"2002"},{"key":"2026041706440682100_ref044","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1109\/HUMO.2000.897363","article-title":"Phase in model-free perception of gait","volume-title":"IEEE Workshop on Human Motion","author":"Boyd","year":"2000"},{"key":"2026041706440682100_ref045","first-page":"723","volume-title":"Proceedings of the 1998 conference on Advances in neural information processing systems II","author":"Brand","year":"1999"},{"issue":"5","key":"2026041706440682100_ref046","doi-asserted-by":"crossref","first-page":"1155","DOI":"10.1162\/089976699300016395","article-title":"Structure learning in conditional probability models via an entropic prior and parameter extinction","volume":"11","author":"Brand","year":"1999","journal-title":"Neural Comput."},{"key":"2026041706440682100_ref047","first-page":"1237","article-title":"Shadow puppetry","volume-title":"Int. Conf. on Computer Vision","author":"Brand","year":"1999"},{"issue":"3","key":"2026041706440682100_ref048","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1023\/B:VISI.0000011203.00237.9b","article-title":"Twist based acquisition and tracking of animal and human kinematics","volume":"56","author":"Bregler","year":"2004","journal-title":"Int. J. Computer Vision"},{"key":"2026041706440682100_ref049","first-page":"8","article-title":"Tracking people with twists and exponential maps","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Bregler","year":"1998"},{"key":"2026041706440682100_ref050","first-page":"215","article-title":"Shape-based pedestrian detection","volume-title":"Proc. IEEE Intelligent Vehicles Symposium","author":"Broggi","year":"2000"},{"key":"2026041706440682100_ref051","volume-title":"A radar history of world war II: Technical and military imperatives","author":"Brown","year":"2000"},{"key":"2026041706440682100_ref052","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1145\/218380.218421","volume-title":"SIGGRAPH \u201995: Proceedings of the 22nd annual conference on Computer graphics and interactive techniques","author":"Bruderlin","year":"1995"},{"key":"2026041706440682100_ref053","volume-title":"The invention that changed the world","author":"Buderi","year":"1998"},{"key":"2026041706440682100_ref054","article-title":"Face localisation via shape statistics","volume-title":"Int. Workshop on Automatic Face and Gesture Recognition","author":"Burl","year":"1995"},{"key":"2026041706440682100_ref055","first-page":"356","volume-title":"ICCV \u201998: Proceedings of the Sixth International Conference on Computer Vision","author":"Cai","year":"1998"},{"key":"2026041706440682100_ref056","volume-title":"Anatomy of movement","author":"Calais-Germain","year":"1993"},{"key":"2026041706440682100_ref057","article-title":"Fast motion capture matching with replicated motion editing","volume-title":"Proceedings of SIGGRAPH 2003 - Sketches and Applications","author":"Cardle","year":"2003"},{"issue":"3","key":"2026041706440682100_ref058","doi-asserted-by":"crossref","first-page":"569","DOI":"10.1145\/882262.882309","article-title":"Free-viewpoint video of human actors","volume":"22","author":"Carranza","year":"2003","journal-title":"ACM Trans. Graph."},{"key":"2026041706440682100_ref059","first-page":"465","article-title":"Video object extraction based on adaptive background and statistical change detection","volume-title":"Proc. SPIE 4310","author":"Cavallaro","year":"2000"},{"issue":"3","key":"2026041706440682100_ref060","doi-asserted-by":"crossref","first-page":"686","DOI":"10.1145\/1073204.1073248","article-title":"Performance animation from low-dimensional control signals","volume":"24","author":"Chai","year":"2005","journal-title":"ACM Trans. Graph."},{"key":"2026041706440682100_ref061","first-page":"239","article-title":"A multiple hypothesis approach to figure tracking","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Cham","year":"1999"},{"key":"2026041706440682100_ref062","first-page":"870","article-title":"Periodic human motion description for sports video databases","volume-title":"Proceedings IAPR International Conference on Pattern Recognition","author":"Cheng","year":"2004"},{"issue":"3","key":"2026041706440682100_ref063","doi-asserted-by":"crossref","first-page":"221","DOI":"10.1007\/s11263-005-4881-5","article-title":"Shape-from-silhouette across time Part I: Theory and algorithms","volume":"62","author":"Cheung","year":"2005","journal-title":"Int. J. Comput. Vision"},{"issue":"3","key":"2026041706440682100_ref064","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1007\/s11263-005-6879-4","article-title":"Shape-from-silhouette across time Part II: Applications to human modeling and markerless motion tracking","volume":"63","author":"Cheung","year":"2005","journal-title":"Int. J. Comput. Vision"},{"key":"2026041706440682100_ref065","first-page":"714","article-title":"A real time system for robust 3D voxel reconstruction of human motions","volume-title":"Proceedings of the 2000 IEEE Conference on Computer Vision and Pattern Recognition (CVPR \u201900)","author":"Cheung","year":"2000"},{"issue":"3","key":"2026041706440682100_ref066","doi-asserted-by":"crossref","first-page":"888","DOI":"10.1145\/882262.882360","article-title":"Realistic modeling of bird flight animations","volume":"22","author":"chi Wu","year":"2003","journal-title":"ACM Trans. Graph."},{"key":"2026041706440682100_ref067","first-page":"321","article-title":"People tracking using hybrid Monte Carlo filtering","volume-title":"Int. Conf. on Computer Vision","author":"Choo","year":"2001"},{"key":"2026041706440682100_ref068","doi-asserted-by":"crossref","first-page":"293","DOI":"10.1145\/133994.134083","volume-title":"SIGGRAPH \u201992: Proceedings of the 19th annual conference on Computer graphics and interactive techniques","author":"Cohen","year":"1992"},{"issue":"1","key":"2026041706440682100_ref069","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1007\/s100440050011","article-title":"Distribution free decomposition of multivariate data","volume":"2","author":"Comaniciu","year":"1999","journal-title":"Pattern analysis and applications"},{"issue":"3","key":"2026041706440682100_ref070","doi-asserted-by":"crossref","first-page":"273","DOI":"10.1023\/A:1022627411411","article-title":"Support-vector networks","volume":"20","author":"Cortes","year":"1995","journal-title":"Machine Learning"},{"key":"2026041706440682100_ref071","first-page":"3881","article-title":"Biological motor control approaches for a planar diver","volume-title":"IEEE Conf. on Decision and Control","author":"Crawford","year":"1995"},{"issue":"3","key":"2026041706440682100_ref072","first-page":"155","article-title":"Walking pedestrian recognition","volume":"1","author":"Curio","year":"2000","journal-title":"Intelligent Transportation Systems"},{"key":"2026041706440682100_ref073","first-page":"495","article-title":"View-based detection and analysis of periodic motion","volume-title":"Proceedings IAPR International Conference on Pattern Recognition","author":"Cutler","year":"1998"},{"key":"2026041706440682100_ref074","first-page":"326","article-title":"Real-time periodic motion detection, analysis, and applications","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Cutler","year":"1999"},{"key":"2026041706440682100_ref075","first-page":"615","article-title":"Robust periodic motion and motion symmetry detection","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Cutler","year":"2000"},{"issue":"8","key":"2026041706440682100_ref076","doi-asserted-by":"crossref","first-page":"781","DOI":"10.1109\/34.868681","article-title":"Robust real-time periodic motion detection, analysis, and applications","volume":"22","author":"Cutler","year":"2000","journal-title":"IEEE T. Pattern Analysis and Machine Intelligence"},{"issue":"5","key":"2026041706440682100_ref077","doi-asserted-by":"crossref","first-page":"353","DOI":"10.3758\/BF03337021","article-title":"Recognizing friends by their walk: Gait perception without familiarity cues","volume":"9","author":"Cutting","year":"1977","journal-title":"Bulletin of the Psychonomic Society"},{"issue":"3","key":"2026041706440682100_ref078","first-page":"357","article-title":"A biomechanical invariant for gait perception","volume":"4","author":"Cutting","year":"1978","journal-title":"Journal of Experimental Psychology: Human Perception and Performance"},{"key":"2026041706440682100_ref079","first-page":"886","article-title":"Histograms of oriented gradients for human detection","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Dalal","year":"2005"},{"issue":"2","key":"2026041706440682100_ref080","doi-asserted-by":"crossref","first-page":"175","DOI":"10.1023\/A:1008103604354","article-title":"Integrated person tracking using stereo, color, and pattern detection","volume":"37","author":"Darrell","year":"2000","journal-title":"Int. J. Computer Vision"},{"key":"2026041706440682100_ref081","doi-asserted-by":"crossref","first-page":"1470","DOI":"10.1214\/aoms\/1177692379","article-title":"Generalized iterative scaling for log-linear models","volume":"43","author":"Darroch","year":"1972","journal-title":"Ann. Math. Statistics"},{"key":"2026041706440682100_ref082","first-page":"1044","article-title":"Making feasible walking motion of humanoid robots from human motion capture data","volume-title":"1999 IEEE International Conference on Robotics & Automation","author":"Dasgupta","year":"1999"},{"key":"2026041706440682100_ref083","first-page":"252","article-title":"Beyond Kalman filters: practical design of nonlinear filters","volume-title":"Proc. SPIE","author":"Daum","year":"1995"},{"key":"2026041706440682100_ref084","doi-asserted-by":"crossref","first-page":"616","DOI":"10.1109\/TAC.1986.1104344","article-title":"Exact finite dimensional nonlinear filters","volume":"31","author":"Daum","year":"1995","journal-title":"IEEE. Trans. Automatic Control"},{"key":"2026041706440682100_ref085","first-page":"716","volume-title":"ICCV \u201999: Proceedings of the International Conference on Computer Vision-Volume 2","author":"Delamarre","year":"1999"},{"issue":"3","key":"2026041706440682100_ref086","doi-asserted-by":"crossref","first-page":"328","DOI":"10.1006\/cviu.2000.0892","article-title":"3D articulated models and multiview tracking with physical forces","volume":"81","author":"Delamarre","year":"2001","journal-title":"Comput. Vis. Image Underst."},{"issue":"6","key":"2026041706440682100_ref087","article-title":"Minimum effort inverse kinematics for redundant manipulators","volume":"13","author":"Deo","year":"1997","journal-title":"IEEE Transactions on Robotics and Automation"},{"key":"2026041706440682100_ref088","first-page":"126","article-title":"Articulated body motion capture by annealed particle filtering","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Deutscher","year":"2000"},{"key":"2026041706440682100_ref089","first-page":"669","article-title":"Automatic partitioning of high dimensional search spaces associated with articulated body motion capture","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Deutscher","year":"2001"},{"key":"2026041706440682100_ref090","first-page":"1144","article-title":"Tracking through singularities and discontinuities by random sampling","volume-title":"Int. Conf. on Computer Vision","author":"Deutscher","year":"1999"},{"issue":"2","key":"2026041706440682100_ref091","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1023\/B:VISI.0000043757.18370.9c","article-title":"Articulated body motion capture by stochastic search","volume":"61","author":"Deutscher","year":"2005","journal-title":"Int. J. 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Pattern Analysis and Machine Intelligence"},{"key":"2026041706440682100_ref098","first-page":"298","article-title":"Learning inverse kinematics","volume-title":"Int. Conf. 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Computer Vision","author":"Forsyth","year":"2001"},{"key":"2026041706440682100_ref118","volume-title":"Computer vision: A modern approach","author":"Forsyth","year":"2002"},{"key":"2026041706440682100_ref119","first-page":"300","article-title":"Sampling, resampling and colour constancy","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Forsyth","year":"1999"},{"issue":"5","key":"2026041706440682100_ref120","doi-asserted-by":"crossref","first-page":"439","DOI":"10.1080\/02640410310001641647","article-title":"Do handball throws always exhibit a proximal-to-distal segmental sequence?","volume":"22","author":"Fradet","year":"2004","journal-title":"Journal of Sports Sciences"},{"issue":"4","key":"2026041706440682100_ref121","doi-asserted-by":"crossref","first-page":"427","DOI":"10.1037\/0033-295X.94.4.427","article-title":"Dynamic mental representations","volume":"94","author":"Freyd","year":"1987","journal-title":"Psychological Review"},{"key":"2026041706440682100_ref122","first-page":"395","article-title":"A novel algorithm of adaptive background estimation","volume-title":"IEEE Int. Conf. Image Processing","author":"Gao","year":"2001"},{"key":"2026041706440682100_ref123","first-page":"13","article-title":"Vision-based pedestrian detection: the PROTECTOR system","volume-title":"Intelligent Vehicle Symposium","author":"Gavrila","year":"2004"},{"issue":"1","key":"2026041706440682100_ref124","doi-asserted-by":"crossref","first-page":"82","DOI":"10.1006\/cviu.1998.0716","article-title":"The visual analysis of human movement: A survey","volume":"73","author":"Gavrila","year":"1999","journal-title":"Computer Vision and Image Understanding: CVIU"},{"key":"2026041706440682100_ref125","first-page":"77","article-title":"Sensor-based pedestrian protection","volume-title":"Intelligent Transportation Systems","author":"Gavrila","year":"2001"},{"key":"2026041706440682100_ref126","first-page":"37","article-title":"Pedestrian detection from a moving vehicle","volume-title":"European Conference on Computer Vision","author":"Gavrila","year":"2000"},{"key":"2026041706440682100_ref127","volume-title":"Applied optimal estimation","author":"Gelb","year":"1974"},{"key":"2026041706440682100_ref128","volume-title":"The perception of the visual world","author":"Gibson","year":"1955"},{"key":"2026041706440682100_ref129","volume-title":"Markov chain Monte Carlo in practice","author":"Gilks","year":"1996"},{"key":"2026041706440682100_ref130","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1145\/325334.325244","volume-title":"SIGGRAPH \u201985: Proceedings of the 12th annual conference on Computer graphics and interactive techniques","author":"Girard","year":"1985"},{"key":"2026041706440682100_ref131","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1145\/319120.319131","volume-title":"SI3D \u201986: Proceedings of the 1986 workshop on Interactive 3D graphics","author":"Girard","year":"1987"},{"key":"2026041706440682100_ref132","first-page":"75","volume-title":"CA \u201902: Proceedings of the Computer Animation","author":"Gleicher","year":"2002"},{"key":"2026041706440682100_ref133","doi-asserted-by":"crossref","first-page":"181","DOI":"10.1145\/641480.641515","volume-title":"SI3D \u201903: Proceedings of the 2003 symposium on Interactive 3D graphics","author":"Gleicher","year":"2003"},{"key":"2026041706440682100_ref134","doi-asserted-by":"crossref","DOI":"10.1145\/253284.253321","article-title":"Motion editing with spacetime constraints","volume-title":"Proceedings of the 1997 Symposium on Interactive 3D Graphics","author":"Gleicher","year":"1997"},{"issue":"4","key":"2026041706440682100_ref135","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1145\/345370.345409","article-title":"Animation from observation: Motion capture and motion editing","volume":"33","author":"Gleicher","year":"2000","journal-title":"SIGGRAPH Comput. Graph."},{"key":"2026041706440682100_ref136","article-title":"Comparing constraint-based motion editing methods","volume-title":"Graphical Models","author":"Gleicher","year":"2001"},{"key":"2026041706440682100_ref137","first-page":"461","article-title":"\u201dDynamism of a dog on a leash\u201d or behavior classification by eigen-decomposition of periodic motions","volume-title":"European Conference on Computer Vision","author":"Goldenberg","year":"2002"},{"issue":"7","key":"2026041706440682100_ref138","doi-asserted-by":"crossref","first-page":"1033","DOI":"10.1016\/j.patcog.2004.11.024","article-title":"Behavior classification by eigendecomposition of periodic motions","volume":"38","author":"Goldenberg","year":"2005","journal-title":"Pattern Recognition"},{"key":"2026041706440682100_ref139","volume-title":"Classical mechanics","author":"Goldstein","year":"1950"},{"key":"2026041706440682100_ref140","first-page":"107","article-title":"Novel approach to nonlinear\/non-Gaussian Bayesian state estimation","volume":"140","author":"Gordon","year":"1993","journal-title":"Proc. IEE-F"},{"key":"2026041706440682100_ref141","first-page":"26","article-title":"Virtual visual hulls: Example-based 3D shape inference from silhouettes","volume-title":"SMVP04","author":"Grauman","year":"2004"},{"key":"2026041706440682100_ref142","first-page":"22","article-title":"Using adaptive tracking to classify and monitor activities in a site","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Grimson","year":"1998"},{"issue":"3","key":"2026041706440682100_ref143","doi-asserted-by":"crossref","first-page":"522","DOI":"10.1145\/1015706.1015755","article-title":"Style-based inverse kinematics","volume":"23","author":"Grochow","year":"2004","journal-title":"ACM Trans. Graph."},{"key":"2026041706440682100_ref144","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1145\/280814.280816","article-title":"NeuroAnimator: Fast neural network emulation and control of physics-based models","author":"Grzeszczuk","year":"1998","journal-title":"Proceedings of SIGGRAPH 98"},{"key":"2026041706440682100_ref145","doi-asserted-by":"crossref","first-page":"299","DOI":"10.1145\/54852.378530","volume-title":"SIGGRAPH \u201988: Proceedings of the 15th annual conference on Computer graphics and interactive techniques","author":"Hahn","year":"1988"},{"key":"2026041706440682100_ref146","doi-asserted-by":"crossref","first-page":"809","DOI":"10.1109\/34.868683","article-title":"W4: Real-time surveillance of people and their activities","volume":"22","author":"Haritaoglu","year":"2000","journal-title":"IEEE T. Pattern Analysis and Machine Intelligence"},{"key":"2026041706440682100_ref147","first-page":"877","article-title":"W4S: A real-time system for detecting and tracking people in 2 1\/2-D","volume-title":"European Conference on Computer Vision","author":"Haritaoglu","year":"1998"},{"key":"2026041706440682100_ref148","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-387-21606-5","volume-title":"The Elements of Statistical Learning: Data Mining, Inference and Prediction","author":"Hastie","year":"2001"},{"key":"2026041706440682100_ref149","first-page":"357","volume-title":"2nd International Symposium on 3D Data Processing, Visualization and Transmission (3DPVT 2004)","author":"Hilton","year":"2004"},{"issue":"1","key":"2026041706440682100_ref150","doi-asserted-by":"crossref","first-page":"34","DOI":"10.1063\/1.168536","article-title":"Algorithms and software for ordinary differential equations and differential-algebraic equations, Part I: Euler methods and error estimation","volume":"9","author":"Hindmarsh","year":"1995","journal-title":"Comput. Phys."},{"issue":"2","key":"2026041706440682100_ref151","doi-asserted-by":"crossref","first-page":"148","DOI":"10.1063\/1.168540","article-title":"Algorithms and software for ordinary differential equations and differential-algebraic equations, Part II: Higher-order methods and software packages","volume":"9","author":"Hindmarsh","year":"1995","journal-title":"Comput. Phys."},{"key":"2026041706440682100_ref152","author":"Hinton","year":"1978"},{"key":"2026041706440682100_ref153","volume-title":"Understanding robust and exploratory data analysis","author":"Hoaglin","year":"1983"},{"key":"2026041706440682100_ref154","first-page":"17","article-title":"Do geometric models affect judgments of human motion?","volume-title":"Graphics interface \u201997","author":"Hodgins","year":"1997"},{"issue":"4","key":"2026041706440682100_ref155","doi-asserted-by":"crossref","first-page":"307","DOI":"10.1109\/2945.765325","article-title":"Perception of human motion with different geometric models","volume":"4","author":"Hodgins","year":"1998","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"2026041706440682100_ref156","doi-asserted-by":"crossref","first-page":"153","DOI":"10.1145\/258734.258822","volume-title":"SIGGRAPH \u201997: Proceedings of the 24th annual conference on Computer graphics and interactive techniques","author":"Hodgins","year":"1997"},{"key":"2026041706440682100_ref157","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1145\/218380.218414","article-title":"Animating human athletics","volume-title":"Proceedings of SIGGRAPH 95","author":"Hodgins","year":"1995"},{"key":"2026041706440682100_ref158","doi-asserted-by":"crossref","first-page":"686","DOI":"10.1002\/047134608X.W7507","article-title":"Computer animation","volume-title":"Wiley Encyclopedia of Electrical and Electronics Engineering","author":"Hodgins","year":"1999"},{"issue":"1","key":"2026041706440682100_ref159","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1016\/0262-8856(83)90003-3","article-title":"Model-based vision: A program to see a walking person","volume":"1","author":"Hogg","year":"1983","journal-title":"Image and Vision Computing"},{"issue":"1\u20133","key":"2026041706440682100_ref160","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1016\/0004-3702(81)90024-2","article-title":"Determining optical flow","volume":"17","author":"Horn","year":"1981","journal-title":"Artificial Intelligence"},{"issue":"7","key":"2026041706440682100_ref161","doi-asserted-by":"crossref","first-page":"1127","DOI":"10.1364\/JOSAA.5.001127","article-title":"Closed form solutions of absolute orientation using orthonormal matrices","volume":"5","author":"Horn","year":"1987","journal-title":"J. Opt. Soc. America - A"},{"issue":"4","key":"2026041706440682100_ref162","doi-asserted-by":"crossref","first-page":"629","DOI":"10.1364\/JOSAA.4.000629","article-title":"Closed form solutions of absolute orientation using unit quaternions","volume":"4","author":"Horn","year":"1987","journal-title":"J. Opt. Soc. America - A"},{"key":"2026041706440682100_ref163","first-page":"820","volume-title":"Advances in neural information processing systems 12","author":"Howe","year":"2000"},{"key":"2026041706440682100_ref164","first-page":"15","article-title":"Silhouette lookup for automatic pose tracking","volume-title":"IEEE Workshop on Articulated and Non-Rigid Motion","author":"Howe","year":"2004"},{"key":"2026041706440682100_ref165","first-page":"93","article-title":"Tracking non-rigid objects in complex scenes","volume-title":"Int. Conf. on Computer Vision","author":"Huttenlocher","year":"1993"},{"issue":"3","key":"2026041706440682100_ref166","article-title":"A survey on visual surveillance of object motion and behaviors","volume":"34","author":"Hu","year":"2004","journal-title":"IEEE transactions on systems, man, and cyberneticspart c: applications and reviews"},{"key":"2026041706440682100_ref167","author":"Ikemoto","year":"2006"},{"key":"2026041706440682100_ref168","doi-asserted-by":"crossref","DOI":"10.1145\/1028523.1028537","article-title":"Enriching a motion collection by transplanting limbs","volume-title":"Proc. Symposium on Computer Animation","author":"Ikemoto","year":"2004"},{"key":"2026041706440682100_ref169","doi-asserted-by":"crossref","DOI":"10.1145\/1111411.1111420","article-title":"Knowing when to put your foot down","volume-title":"Proc Symp. Interactive 3D graphics and Games","author":"Ikemoto","year":"2006"},{"key":"2026041706440682100_ref170","article-title":"Learning to find pictures of people","volume-title":"Proc. Neural Information Processing Systems","author":"Ioffe","year":"1998"},{"key":"2026041706440682100_ref171","first-page":"690","article-title":"Human tracking with mixtures of trees","volume-title":"Int. Conf. on Computer Vision","author":"Ioffe","year":"2001"},{"issue":"1","key":"2026041706440682100_ref172","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1023\/A:1011179004708","article-title":"Probabilistic methods for finding people","volume":"43","author":"Ioffe","year":"2001","journal-title":"Int. J. 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J. Computer Vision"},{"key":"2026041706440682100_ref178","first-page":"343","article-title":"Tracking and object classification for automated surveillance","author":"Javed","year":"2002","journal-title":"European Conference on Computer Vision"},{"key":"2026041706440682100_ref179","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1145\/860575.860612","volume-title":"AAMAS \u201903: Proceedings of the second international joint conference on Autonomous agents and multiagent systems","author":"Jenkins","year":"2003"},{"key":"2026041706440682100_ref180","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1145\/1015330.1015357","volume-title":"ICML \u201904: Proceedings of the twenty-first international conference on Machine learning","author":"Jenkins","year":"2004"},{"key":"2026041706440682100_ref181","volume-title":"An introduction to bayesian networks","author":"Jensen","year":"1996"},{"key":"2026041706440682100_ref182","first-page":"467","article-title":"Appearance-based nude image detection","volume-title":"Proceedings IAPR International Conference on Pattern Recognition","author":"Jeong","year":"2004"},{"key":"2026041706440682100_ref183","article-title":"A faster iterative scaling algorithm for conditional exponential models","volume-title":"Proc. International Conference on Machine learning","author":"Jin","year":"2003"},{"issue":"2","key":"2026041706440682100_ref184","doi-asserted-by":"crossref","first-page":"201","DOI":"10.3758\/BF03212378","article-title":"Visual perception of biological motion and a model for its analysis","volume":"14","author":"Johansson","year":"1973","journal-title":"Perception & Psychophysics"},{"key":"2026041706440682100_ref185","volume-title":"Principal Component Analysis","author":"Joliffe","year":"2002"},{"key":"2026041706440682100_ref186","article-title":"Face recognition using boosted local features","volume-title":"IEEE International Conference on Computer Vision (ICCV)","author":"Jones","year":"2003"},{"key":"2026041706440682100_ref187","article-title":"Fast multi-view face detection","volume-title":"IEEE Conference on Computer Vision and Pattern Recognition (CVPR)","author":"Jones","year":"2003"},{"key":"2026041706440682100_ref188","volume-title":"Most secret war","author":"Jones","year":"1998"},{"key":"2026041706440682100_ref189","volume-title":"Speech and language processing: An introduction to natural language processing, computational linguistics and speech recognition","author":"Jurafsky","year":"2000"},{"key":"2026041706440682100_ref190","first-page":"561","article-title":"Cardboard people: A parameterized model of articulated image motion","volume-title":"Proc. Int. Conference on Face and Gesture","author":"Ju","year":"1996"},{"key":"2026041706440682100_ref191","first-page":"259","article-title":"Snakes: active contour models","volume-title":"Int. Conf. on Computer Vision","author":"Kass","year":"1987"},{"issue":"4","key":"2026041706440682100_ref192","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1007\/BF00133570","article-title":"Snakes: active contour models","volume":"1","author":"Kass","year":"1988","journal-title":"Int. J. Computer Vision"},{"key":"2026041706440682100_ref193","first-page":"129","volume-title":"CVPR \u201905: Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR\u201905) - Volume 2","author":"Kehl","year":"2005"},{"key":"2026041706440682100_ref194","first-page":"406","article-title":"Exact indexing of dynamic time warping.","volume-title":"VLDB","author":"Keogh","year":"2002"},{"key":"2026041706440682100_ref195","first-page":"253","article-title":"Efficiently finding arbitrarily scaled patterns in massive time series databases.","volume-title":"7th European Conference on Principles and Practice of Knowledge Discovery in Databases","author":"Keogh","year":"2003"},{"key":"2026041706440682100_ref196","first-page":"780","article-title":"Indexing large human-motion databases","volume-title":"Proc. 30th VLDB Conf.","author":"Keogh","year":"2004"},{"key":"2026041706440682100_ref197","first-page":"267","volume-title":"ICMCS \u201999: Proceedings of the IEEE International Conference on Multimedia Computing and Systems Volume II-Volume 2","author":"Kettnaker","year":"1999"},{"key":"2026041706440682100_ref198","first-page":"506","article-title":"PCA-SIFT: a more distinctive representation for local image descriptors","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Ke","year":"2004"},{"key":"2026041706440682100_ref199","article-title":"Generating vertical velocity and angular momentum during skating jumps","volume-title":"23rd Annual Meeting of the American Society of Biomechanics","author":"King","year":"1999"},{"key":"2026041706440682100_ref200","article-title":"Skeletal parameter estimation from optical motion capture data","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Kirk","year":"2005"},{"key":"2026041706440682100_ref201","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1080\/10618600.1996.10474692","article-title":"Monte Carlo filter and smoother for non-Gaussian nonlinear state space models","volume":"5","author":"Kitagawa","year":"1996","journal-title":"Journal of Computational and Graphical Statistics"},{"key":"2026041706440682100_ref202","author":"Kondo","year":"1994"},{"key":"2026041706440682100_ref203","doi-asserted-by":"crossref","first-page":"278","DOI":"10.1080\/01621459.1994.10476469","article-title":"Sequential imputations and Bayesian missing data problems","volume":"89","author":"Kong","year":"1994","journal-title":"Journal of the American Statistical Association"},{"key":"2026041706440682100_ref204","first-page":"71","article-title":"Techniques for generating the goal-directed motion of articulated structures","volume-title":"IEEE Computer Graphics and Applications","author":"Korein","year":"1982"},{"key":"2026041706440682100_ref205","doi-asserted-by":"crossref","first-page":"473","DOI":"10.1145\/566570.566605","volume-title":"Proceedings of the 29th annual conference on Computer graphics and interactive techniques","author":"Kovar","year":"2002"},{"key":"2026041706440682100_ref206","first-page":"214","volume-title":"SCA \u201903: Proceedings of the 2003 ACM SIGGRAPH\/Eurographics symposium on Computer animation","author":"Kovar","year":"2003"},{"issue":"3","key":"2026041706440682100_ref207","doi-asserted-by":"crossref","first-page":"559","DOI":"10.1145\/1015706.1015760","article-title":"Automated extraction and parameterization of motions in large data sets","volume":"23","author":"Kovar","year":"2004","journal-title":"ACM Trans. Graph."},{"key":"2026041706440682100_ref208","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1145\/545261.545277","volume-title":"Proceedings of the 2002 ACM SIGGRAPH\/Eurographics symposium on Computer animation","author":"Kovar","year":"2002"},{"issue":"6","key":"2026041706440682100_ref209","doi-asserted-by":"crossref","first-page":"575","DOI":"10.3758\/BF03198740","article-title":"Recognizing the sex of a walker from a dynamic point-light display","volume":"21","author":"Kozlowski","year":"1977","journal-title":"Perception & Psychophysics"},{"issue":"5","key":"2026041706440682100_ref210","doi-asserted-by":"crossref","first-page":"459","DOI":"10.3758\/BF03204150","article-title":"Recognizing the gender of walkers from point-lights mounted on ankles: Some second thoughts","volume":"23","author":"Kozlowski","year":"1978","journal-title":"Perception & Psychophysics"},{"issue":"2","key":"2026041706440682100_ref211","doi-asserted-by":"crossref","first-page":"50","DOI":"10.1109\/38.486680","article-title":"Animating human locomotion with inverse dynamics","volume":"16","author":"Ko","year":"1996","journal-title":"IEEE Computer Graphics and Application"},{"key":"2026041706440682100_ref212","doi-asserted-by":"crossref","DOI":"10.5244\/C.18.81","article-title":"Extending pictorial structures for object recognition","volume-title":"Proceedings of the British Machine Vision Conference","author":"Kumar","year":"2004"},{"key":"2026041706440682100_ref213","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1145\/1073368.1073373","volume-title":"SCA \u201905: Proceedings of the 2005 ACM SIGGRAPH\/Eurographics symposium on Computer animation","author":"Kwon","year":"2005"},{"key":"2026041706440682100_ref214","first-page":"39","volume-title":"Proceedings of the 26th annual conference on Computer graphics and interactive techniques","author":"Lee","year":"1999"},{"key":"2026041706440682100_ref215","doi-asserted-by":"crossref","DOI":"10.1145\/566570.566607","article-title":"Interactive control of avatars animated with human motion data","volume-title":"Proceedings of SIGGRAPH 95","author":"Lee","year":"2002"},{"key":"2026041706440682100_ref216","first-page":"126","article-title":"Human upper body pose estimation in static images","volume-title":"European Conference on Computer Vision","author":"Lee","year":"2004"},{"key":"2026041706440682100_ref217","first-page":"334","article-title":"Proposal maps driven MCMC for estimating human body pose in static images","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Lee","year":"2004"},{"key":"2026041706440682100_ref218","first-page":"168","article-title":"Dynamic human pose estimation using Markov Chain Monte Carlo approach","volume-title":"IEEE Workshop on Motion and Video Computing","author":"Lee","year":"2005"},{"key":"2026041706440682100_ref219","first-page":"17","article-title":"Combined object categorization and segmentation with an implicit shape model","volume-title":"ECCV-04 Workshop on Stat. Learn. in Comp. Vis.","author":"Leibe","year":"2004"},{"key":"2026041706440682100_ref220","first-page":"878","article-title":"Pedestrian detection in crowded scenes","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Leibe","year":"2005"},{"issue":"3","key":"2026041706440682100_ref221","doi-asserted-by":"crossref","first-page":"253","DOI":"10.1007\/BF01679685","article-title":"Segmentation of range images as the search for geometric parametric models","volume":"14","author":"Leonardis","year":"1995","journal-title":"Int. J. Computer Vision"},{"key":"2026041706440682100_ref222","article-title":"Finding faces in cluttered scenes using random labelled graph matching","volume-title":"Int. Conf. on Computer Vision","author":"Leung","year":"1995"},{"key":"2026041706440682100_ref223","doi-asserted-by":"crossref","first-page":"235","DOI":"10.1109\/ISCV.1995.477007","article-title":"Describing motion for recognition","author":"Little","year":"1995","journal-title":"International Symposium on Computer Vision"},{"issue":"2","key":"2026041706440682100_ref224","article-title":"Recognizing people by their gait: The shape of motion","volume":"1","author":"Little","year":"1998","journal-title":"Videre"},{"key":"2026041706440682100_ref225","article-title":"Shape of motion and the perception of human gaits","volume-title":"IEEE Workshop on Empirical Evaluation Methods in Computer Vision","author":"Little","year":"1998"},{"issue":"3","key":"2026041706440682100_ref226","doi-asserted-by":"crossref","first-page":"1071","DOI":"10.1145\/1073204.1073314","article-title":"Learning physics-based motion style with nonlinear inverse optimization","volume":"24","author":"Liu","year":"2005","journal-title":"ACM Trans. Graph."},{"key":"2026041706440682100_ref227","doi-asserted-by":"crossref","first-page":"408","DOI":"10.1145\/566570.566596","volume-title":"SIGGRAPH \u201902: Proceedings of the 29th annual conference on Computer graphics and interactive techniques","author":"Liu","year":"2002"},{"key":"2026041706440682100_ref228","first-page":"281","article-title":"Learning inhomogeneous gibbs model of faces by minimax entropy","volume-title":"Int. Conf. on Computer Vision","author":"Liu","year":"2001"},{"key":"2026041706440682100_ref229","author":"Liu","year":"1996"},{"key":"2026041706440682100_ref230","first-page":"376","article-title":"Finding periodicity in space and time","volume-title":"Int. Conf. on Computer Vision","author":"Liu","year":"1998"},{"key":"2026041706440682100_ref231","volume-title":"Monte Carlo strategies in scientific computing","author":"Liu","year":"2001"},{"key":"2026041706440682100_ref232","article-title":"Decomposition of linked figure motion: Diving","volume-title":"5th Eurographics Workshop on Animation and Simulation","author":"Liu","year":"1994"},{"key":"2026041706440682100_ref233","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1145\/192161.192169","volume-title":"SIGGRAPH \u201994: Proceedings of the 21st annual conference on Computer graphics and interactive techniques","author":"Liu","year":"1994"},{"key":"2026041706440682100_ref234","first-page":"425","article-title":"An efficient approach to learning inhomogeneous Gibbs model","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Liu","year":"2003"},{"key":"2026041706440682100_ref235","volume-title":"The Animator\u2019S Motion Capture Guide: Organizing, Managing, Editing","author":"Liverman","year":"2004"},{"key":"2026041706440682100_ref236","first-page":"311","article-title":"Recognition of human periodic motion: A frequency domain approach","volume-title":"Proceedings IAPR International Conference on Pattern Recognition","author":"Li","year":"2002"},{"key":"2026041706440682100_ref237","doi-asserted-by":"crossref","first-page":"465","DOI":"10.1145\/566570.566604","volume-title":"Proceedings of the 29th annual conference on Computer graphics and interactive techniques","author":"Li","year":"2002"},{"issue":"2","key":"2026041706440682100_ref238","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1023\/B:VISI.0000029664.99615.94","article-title":"Distinctive image features from scale-invariant keypoints","volume":"60","author":"Lowe","year":"2004","journal-title":"Int. J. Computer Vision"},{"key":"2026041706440682100_ref239","first-page":"442","article-title":"Monocular 3D reconstruction of human motion in long action sequences","volume-title":"European Conference on Computer Vision","author":"Loy","year":"2004"},{"key":"2026041706440682100_ref240","first-page":"572","article-title":"A probabilistic exclusion principle for tracking multiple objects","volume-title":"Int. Conf. on Computer Vision","author":"MacCormick","year":"1999"},{"issue":"1","key":"2026041706440682100_ref241","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1023\/A:1008122218374","article-title":"A probabilistic exclusion principle for tracking multiple objects","volume":"39","author":"MacCormick","year":"2000","journal-title":"Int. J. Computer Vision"},{"key":"2026041706440682100_ref242","first-page":"3","article-title":"Partitioned sampling, articulated objects, and interface-quality hand tracking","volume-title":"European Conference on Computer Vision","author":"MacCormick","year":"2000"},{"issue":"3","key":"2026041706440682100_ref243","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1109\/38.55154","article-title":"Motion simulation: Dealing with the Ill-conditioned equations of motion for articulated figures","volume":"10","author":"Maciejewski","year":"1990","journal-title":"IEEE Comput. Graph. Appl."},{"key":"2026041706440682100_ref244","volume-title":"Information Theory, Inference & Learning Algorithms","author":"MacKay","year":"2002"},{"key":"2026041706440682100_ref245","volume-title":"Foundations of Statistical Natural Language Processing","author":"Manning","year":"1999"},{"key":"2026041706440682100_ref246","first-page":"269","article-title":"Representation and recognition of the spatial organization of three-dimensional shapes","volume":"200","author":"Marr","year":"1978","journal-title":"Proc. Roy. Soc. B"},{"key":"2026041706440682100_ref247","doi-asserted-by":"crossref","first-page":"317","DOI":"10.1145\/280765.280849","volume-title":"AGENTS \u201998: Proceedings of the second international conference on Autonomous agents","author":"Matari\u0107","year":"1998"},{"issue":"1","key":"2026041706440682100_ref248","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1023\/A:1010023022632","article-title":"Making complex articulated agents dance","volume":"2","author":"Matari\u0107","year":"1999","journal-title":"Autonomous Agents and Multi-Agent Systems"},{"key":"2026041706440682100_ref249","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1145\/97879.97882","volume-title":"SIGGRAPH \u201990: Proceedings of the 17th annual conference on Computer graphics and interactive techniques","author":"McKenna","year":"1990"},{"issue":"1","key":"2026041706440682100_ref250","doi-asserted-by":"crossref","first-page":"42","DOI":"10.1006\/cviu.2000.0870","article-title":"Tracking groups of people","volume":"80","author":"McKenna","year":"2000","journal-title":"Computer Vision and Image Understanding"},{"key":"2026041706440682100_ref251","volume-title":"Understanding Motion Capture for Computer Animation and Video Games","author":"Menache","year":"1999"},{"key":"2026041706440682100_ref252","first-page":"429","article-title":"Detection and tracking of humans by probabilistic body part assembly","volume-title":"British Machine Vision Conference","author":"Micilotta","year":"2005"},{"key":"2026041706440682100_ref253","first-page":"69","article-title":"Human detection based on a probabilistic assembly of robust part detectors","volume-title":"European Conference on Computer Vision","author":"Mikolajczyk","year":"2004"},{"key":"2026041706440682100_ref254","first-page":"69","article-title":"Human detection based on a probabilistic assembly of robust part detectors","volume-title":"European Conference on Computer Vision","author":"Mikolajczyk","year":"2004"},{"key":"2026041706440682100_ref255","article-title":"A performance evaluation of local descriptors","volume-title":"IEEE T. Pattern Analysis and Machine Intelligence","author":"Mikolajczyk","year":"2004"},{"key":"2026041706440682100_ref256","author":"Mikolajczyk"},{"issue":"3","key":"2026041706440682100_ref257","doi-asserted-by":"crossref","first-page":"189","DOI":"10.1023\/A:1021849801764","article-title":"M2Tracker: A multi-view approach to segmenting and tracking people in a cluttered scene","volume":"51","author":"Mittal","year":"2003","journal-title":"Int. J. Comput. Vision"},{"key":"2026041706440682100_ref258","volume-title":"Tech. Rep. LLA 99-01","author":"Moeslund","year":"1999"},{"key":"2026041706440682100_ref259","first-page":"786","article-title":"Probabilistic visual learning for object detection","volume-title":"Int. Conf. on Computer Vision","author":"Moghaddam","year":"1995"},{"issue":"4","key":"2026041706440682100_ref260","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1109\/34.917571","article-title":"Example-based object detection in images by components","volume":"23","author":"Mohan","year":"2001","journal-title":"IEEE T. Pattern Analysis and Machine Intelligence"},{"issue":"3","key":"2026041706440682100_ref261","doi-asserted-by":"crossref","first-page":"562","DOI":"10.1145\/882262.882308","article-title":"Building efficient, accurate character skins from examples","volume":"22","author":"Mohr","year":"2003","journal-title":"ACM Trans. Graphics"},{"issue":"2","key":"2026041706440682100_ref262","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1109\/38.75588","article-title":"A kinematic model of the human spine and torso","volume":"11","author":"Monheit","year":"1991","journal-title":"IEEE Comput. Graph. Appl."},{"key":"2026041706440682100_ref263","first-page":"666","article-title":"Estimating human body configurations using shape context matching","volume-title":"European Conference on Computer Vision LNCS 2352","author":"Mori","year":"2002"},{"key":"2026041706440682100_ref264","article-title":"Recovering 3d human body configurations using shape contexts","volume-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence","author":"Mori","year":"2005"},{"issue":"3","key":"2026041706440682100_ref265","doi-asserted-by":"crossref","first-page":"677","DOI":"10.1145\/1073204.1073247","article-title":"Efficient content-based retrieval of motion capture data","volume":"24","author":"M\u00fcller","year":"2005","journal-title":"ACM Trans. Graph."},{"key":"2026041706440682100_ref266","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1002\/(SICI)1099-1778(199901\/03)10:1<39::AID-VIS195>3.0.CO;2-2","article-title":"Computer animation of human walking: a survey","volume":"10","author":"Multon","year":"1999","journal-title":"Journal of Visualization and Computer Animation (JVCA)"},{"key":"2026041706440682100_ref267","first-page":"10","article-title":"Fusion of intensity, texture, and color in video tracking based on mutual information","volume-title":"Applied Imagery Pattern Recognition Workshop","author":"Mundy","year":"2004"},{"key":"2026041706440682100_ref268","first-page":"467","article-title":"Loopy belief propagation for approximate inference: An empirical study","volume-title":"Proceedings of the Annual Conference on Uncertainty in Artificial Intelligence","author":"Murphy","year":"1999"},{"key":"2026041706440682100_ref269","volume-title":"Animals in Motion","author":"Muybridge","year":"1957"},{"key":"2026041706440682100_ref270","volume-title":"The Human Figure in Motion","author":"Muybridge","year":"1989"},{"issue":"2","key":"2026041706440682100_ref271","doi-asserted-by":"crossref","first-page":"125","DOI":"10.1023\/A:1008923215028","article-title":"Annealed importance sampling","volume":"11","author":"Neal","year":"2001","journal-title":"Statistics and Computing"},{"key":"2026041706440682100_ref272","volume-title":"Computer science tech report CRG-TR-93-1","author":"Neal","year":"1993"},{"key":"2026041706440682100_ref273","doi-asserted-by":"crossref","first-page":"353","DOI":"10.1007\/BF00143556","article-title":"Sampling from multimodal distributions using tempered transitions","volume":"6","author":"Neal","year":"1996","journal-title":"Statistics and Computing"},{"key":"2026041706440682100_ref274","author":"Neal","year":"1998"},{"issue":"3","key":"2026041706440682100_ref275","doi-asserted-by":"crossref","first-page":"235","DOI":"10.1162\/evco.1993.1.3.235","article-title":"Physically realistic motion synthesis in animation","volume":"1","author":"Ngo","year":"1993","journal-title":"Evol. Comput."},{"key":"2026041706440682100_ref276","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1145\/166117.166160","volume-title":"SIGGRAPH \u201993: Proceedings of the 20th annual conference on Computer graphics and interactive techniques","author":"Ngo","year":"1993"},{"key":"2026041706440682100_ref277","first-page":"64","article-title":"Analyzing gait with spatiotemporal surfaces","volume-title":"Proc. IEEE Workshop on Nonrigid and Articulated Motion","author":"Niyogi","year":"1994"},{"key":"2026041706440682100_ref278","volume-title":"Media Lab Vision and Modelling TR-223","author":"Niyogi","year":"1995"},{"key":"2026041706440682100_ref279","first-page":"193","article-title":"Pedestrian detection using wavelet templates","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Oren","year":"1997"},{"key":"2026041706440682100_ref280","first-page":"207","article-title":"A trainable system for people detection","volume-title":"DARPA IU Workshop","author":"Oren","year":"1997"},{"issue":"6","key":"2026041706440682100_ref281","doi-asserted-by":"crossref","first-page":"522","DOI":"10.1109\/TPAMI.1980.6447699","article-title":"Model-based image analysis of human motion using constraint propagation","volume":"2","author":"O\u2019Rourke","year":"1980","journal-title":"IEEE T. Pattern Analysis and Machine Intelligence"},{"key":"2026041706440682100_ref282","first-page":"130","article-title":"Training support vector machines: an application to face detection.","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Osuna","year":"1997"},{"key":"2026041706440682100_ref283","first-page":"101","article-title":"Pedestrian detection and tracking at crossroads","volume-title":"IEEE Int. Conf. Image Processing","author":"Pai","year":"2003"},{"issue":"5","key":"2026041706440682100_ref284","doi-asserted-by":"crossref","first-page":"1025","DOI":"10.1016\/j.patcog.2003.10.005","article-title":"Pedestrian detection and tracking at crossroads","volume":"37","author":"Pai","year":"2004","journal-title":"Pattern Recognition"},{"key":"2026041706440682100_ref285","first-page":"676","article-title":"Dynamic simulation of human movement using large-scale models of the body","volume-title":"Proc. IEEE Intl. Conference on Robotics and Automation","author":"Pandy","year":"2000"},{"key":"2026041706440682100_ref286","first-page":"450","article-title":"A parameter optimization approach for the optimal control of large-scale musculoskeletal systems","volume-title":"J. of Biomech. Eng.","author":"Pandy","year":"1992"},{"key":"2026041706440682100_ref287","first-page":"1019","article-title":"A trainable object detection system","volume-title":"DARPA IU Workshop","author":"Papageorgiou","year":"1998"},{"key":"2026041706440682100_ref288","first-page":"555","article-title":"A general framework for object detection","volume-title":"Int. Conf. on Computer Vision","author":"Papageorgiou","year":"1998"},{"key":"2026041706440682100_ref289","first-page":"1223","article-title":"A pattern classification approach to dynamical object detection","volume-title":"Int. Conf. on Computer Vision","author":"Papageorgiou","year":"1999"},{"key":"2026041706440682100_ref290","first-page":"35","article-title":"Trainable pedestrian detection","volume-title":"IEEE Int. Conf. Image Processing","author":"Papageorgiou","year":"1999"},{"key":"2026041706440682100_ref291","author":"Papageorgiou","year":"2000"},{"issue":"1","key":"2026041706440682100_ref292","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1023\/A:1008162616689","article-title":"A trainable system for object detection","volume":"38","author":"Papageorgiou","year":"2000","journal-title":"Int. J. Computer Vision"},{"issue":"2","key":"2026041706440682100_ref293","doi-asserted-by":"crossref","first-page":"219","DOI":"10.1023\/B:AURO.0000016867.17664.b1","article-title":"On the modeling of passive motion of the human knee joint by means of equivalent planar and spatial parallel mechanisms","volume":"16","author":"Parenti-Castelli","year":"2004","journal-title":"Auton. Robots"},{"issue":"3\u20134","key":"2026041706440682100_ref294","doi-asserted-by":"crossref","first-page":"125","DOI":"10.1002\/cav.15","article-title":"On-line motion blending for real-time locomotion generation: Research Articles","volume":"15","author":"Park","year":"2004","journal-title":"Comput. Animat. Virtual Worlds"},{"key":"2026041706440682100_ref295","doi-asserted-by":"crossref","first-page":"105","DOI":"10.1145\/545261.545279","volume-title":"SCA \u201902: Proceedings of the 2002 ACM SIGGRAPH\/Eurographics symposium on Computer animation","author":"Park","year":"2002"},{"key":"2026041706440682100_ref296","doi-asserted-by":"crossref","first-page":"245","DOI":"10.1145\/91385.91452","volume-title":"SI3D \u201990: Proceedings of the 1990 symposium on Interactive 3D graphics","author":"Phillips","year":"1990"},{"issue":"4","key":"2026041706440682100_ref297","doi-asserted-by":"crossref","first-page":"380","DOI":"10.1109\/34.588021","article-title":"Inducing features of random fields","volume":"19","author":"Pietra","year":"1997","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"3","key":"2026041706440682100_ref298","doi-asserted-by":"crossref","first-page":"285","DOI":"10.1006\/cviu.2000.0891","article-title":"Tracking and modeling people in video sequences","volume":"81","author":"Pl\u00e4nkers","year":"2001","journal-title":"Comput. Vis. Image Underst."},{"key":"2026041706440682100_ref299","first-page":"435","article-title":"Finding human faces with a gaussian mixture distribution-based face model","volume-title":"Asian Conf. on Computer Vision","author":"Poggio","year":"1995"},{"key":"2026041706440682100_ref300","first-page":"569","article-title":"Detecting activities","volume-title":"DARPA IU Workshop","author":"Polana","year":"1993"},{"key":"2026041706440682100_ref301","first-page":"2","article-title":"Detecting activities","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Polana","year":"1993"},{"key":"2026041706440682100_ref302","doi-asserted-by":"crossref","first-page":"172","DOI":"10.1006\/jvci.1994.1016","article-title":"Detecting activities","volume":"5","author":"Polana","year":"1994","journal-title":"J. Visual Communication Image Representation"},{"key":"2026041706440682100_ref303","article-title":"Low level recognition of human motion","volume-title":"IEEE Workshop on Articulated and Non-Rigid Motion","author":"Polana","year":"1994"},{"key":"2026041706440682100_ref304","first-page":"1219","article-title":"Recognition of nonrigid motion","volume-title":"ARPA94","author":"Polana","year":"1994"},{"issue":"3","key":"2026041706440682100_ref305","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1023\/A:1007975200487","article-title":"Detection and recognition of periodic, nonrigid motion","volume":"23","author":"Polana","year":"1997","journal-title":"Int. J. Computer Vision"},{"key":"2026041706440682100_ref306","first-page":"815","article-title":"Recognizing activities","volume-title":"Proceedings IAPR International Conference on Pattern Recognition","author":"Polana","year":"1994"},{"key":"2026041706440682100_ref307","article-title":"Force-based motion editing for locomotion tasks","author":"Pollard","year":"2000","journal-title":"In Proceedings of the IEEE International Conference on Robotics and Automation"},{"issue":"4","key":"2026041706440682100_ref308","doi-asserted-by":"crossref","first-page":"1034","DOI":"10.1145\/944020.944025","article-title":"Motion sketching for control of rigid-body simulations","volume":"22","author":"Popovi\u0107","year":"2003","journal-title":"ACM Trans. Graph."},{"key":"2026041706440682100_ref309","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1145\/311535.311536","volume-title":"SIGGRAPH \u201999: Proceedings of the 26th annual conference on Computer graphics and interactive techniques","author":"Popovi\u0107","year":"1999"},{"key":"2026041706440682100_ref310","doi-asserted-by":"crossref","DOI":"10.1145\/566570.566608","article-title":"Motion capture assisted animation: Texturing and synthesis","volume-title":"Proceedings of SIGGRAPH 95","author":"Pullen","year":"2002"},{"key":"2026041706440682100_ref311","doi-asserted-by":"crossref","first-page":"130","DOI":"10.1249\/00005768-199101000-00019","article-title":"A segment interaction analysis of proximal-to-distal sequential segment motion patterns","volume":"23","author":"Putnam","year":"1991","journal-title":"Med. Sci. Sports. Exerc."},{"key":"2026041706440682100_ref312","first-page":"271","article-title":"Strike a pose: Tracking people by finding stylized poses","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Ramanan","year":"2005"},{"key":"2026041706440682100_ref313","article-title":"Automatic annotation of everyday movements","volume-title":"Proc. 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Conf. on Computer Vision","author":"Rittscher","year":"1999"},{"key":"2026041706440682100_ref321","first-page":"291","article-title":"Human pose estimation using learnt probabilistic region similarities and partial configurations","volume-title":"European Conference on Computer Vision","author":"Roberts","year":"2004"},{"key":"2026041706440682100_ref322","first-page":"9","article-title":"Incremental recognition of pedestrians from image sequences","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Rohr","year":"1993"},{"issue":"1","key":"2026041706440682100_ref323","doi-asserted-by":"crossref","first-page":"94","DOI":"10.1006\/ciun.1994.1006","article-title":"Towards model-based recognition of human movements in image sequences","volume":"59","author":"Rohr","year":"1994","journal-title":"CVGIP: Image Understanding"},{"key":"2026041706440682100_ref324","first-page":"700","article-title":"Learning to parse pictures of people","volume-title":"European Conference on Computer Vision","author":"Ronfard","year":"2002"},{"key":"2026041706440682100_ref325","first-page":"378","article-title":"3D hand pose reconstruction using specialized mappings","volume-title":"Int. Conf. on Computer Vision","author":"Rosales","year":"2001"},{"key":"2026041706440682100_ref326","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1006\/csla.1996.0011","article-title":"A maximum entropy approach to adaptive statistical language modelling","volume":"10","author":"Rosenfeld","year":"1996","journal-title":"Computer, Speech and Language"},{"issue":"5","key":"2026041706440682100_ref327","doi-asserted-by":"crossref","first-page":"32","DOI":"10.1109\/38.708559","article-title":"Verbs and adverbs: Multidimensional Motion Interpolation","volume":"18","author":"Rose","year":"1998","journal-title":"IEEE Comput. Graph. Appl."},{"key":"2026041706440682100_ref328","doi-asserted-by":"crossref","first-page":"147","DOI":"10.1145\/237170.237229","volume-title":"SIGGRAPH \u201996: Proceedings of the 23rd annual conference on Computer graphics and interactive techniques","author":"Rose","year":"1996"},{"key":"2026041706440682100_ref329","first-page":"886","article-title":"Gibbs likelihoods for Bayesian tracking","volume-title":"CVPR04","author":"Roth","year":"2004"},{"key":"2026041706440682100_ref330","doi-asserted-by":"crossref","DOI":"10.1002\/0471725382","volume-title":"Robust Regression and Outlier Detection","author":"Rousseeuw","year":"1987"},{"key":"2026041706440682100_ref331","first-page":"875","article-title":"Human face detection in visual scenes","volume-title":"Advances in Neural Information Processing 8","author":"Rowley","year":"1996"},{"key":"2026041706440682100_ref332","first-page":"203","article-title":"Neural network-based face detection","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Rowley","year":"1996"},{"issue":"1","key":"2026041706440682100_ref333","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1109\/34.655647","article-title":"Neural network-based face detection","volume":"20","author":"Rowley","year":"1998","journal-title":"IEEE T. 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J. Computer Vision"},{"key":"2026041706440682100_ref343","first-page":"48","article-title":"Tracking people with probabilistic appearance models","volume-title":"IEEE Workshop on Performance Evaluation Tracking Surveillance","author":"Senior","year":"2002"},{"key":"2026041706440682100_ref344","doi-asserted-by":"crossref","DOI":"10.1109\/ICCV.2005.97","article-title":"Fast texture-based tracking and delineation using texture entropy","volume-title":"International Conference on Computer Vision","author":"Shahrokni","year":"2005"},{"key":"2026041706440682100_ref345","volume-title":"British Machine Vision Conference","author":"Shahrokni","year":"2004"},{"key":"2026041706440682100_ref346","volume-title":"British Machine Vision Conference","author":"Shahrokni","year":"2005"},{"key":"2026041706440682100_ref347","first-page":"750","article-title":"Fast pose estimation with parameter-sensitive hashing","volume-title":"Int. Conf. on Computer Vision","author":"Shakhnarovich","year":"2003"},{"key":"2026041706440682100_ref348","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511809682","volume-title":"Kernel Methods for Pattern Analysis","author":"Shawe-Taylor","year":"2004"},{"key":"2026041706440682100_ref349","first-page":"194","volume-title":"PG \u201903: Proceedings of the 11th Pacific Conference on Computer Graphics and Applications","author":"Shin","year":"2003"},{"issue":"2","key":"2026041706440682100_ref350","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1145\/502122.502123","article-title":"Computer puppetry: An importance-based approach","volume":"20","author":"Shin","year":"2001","journal-title":"ACM Trans. Graph."},{"key":"2026041706440682100_ref351","article-title":"Stochastic tracking of 3D human figures using 2D image motion","author":"Sidenbladh","year":"2000","journal-title":"European Conference on Computer Vision"},{"key":"2026041706440682100_ref352","first-page":"709","article-title":"Learning image statistics for bayesian tracking","volume-title":"Int. Conf. on Computer Vision","author":"Sidenbladh","year":"2001"},{"issue":"1","key":"2026041706440682100_ref353","first-page":"181","article-title":"Learning the statistics of people in images and video","volume":"54","author":"Sidenbladh","year":"2003","journal-title":"Int. J. Computer Vision"},{"key":"2026041706440682100_ref354","first-page":"421","article-title":"Tracking loose-limbed people","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Sigal","year":"2004"},{"key":"2026041706440682100_ref355","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1007\/3-540-49384-0_3","article-title":"Local and global skeleton fitting techniques for optical motion capture","volume-title":"Modelling and Motion Capture Techniques for Virtual Environments","author":"Silaghi","year":"1998"},{"key":"2026041706440682100_ref356","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1145\/192161.192167","volume-title":"SIGGRAPH \u201994: Proceedings of the 21st annual conference on Computer graphics and interactive techniques","author":"Sims","year":"1994"},{"key":"2026041706440682100_ref357","volume-title":"International Conference on Image and Video Retrieval (CIVR 2005)","author":"Sivic","year":"2005"},{"key":"2026041706440682100_ref358","first-page":"413","article-title":"Human pose estimation from silhouettes: A consistent approach using distance level sets","volume-title":"WSCG02","author":"Sminchisescu","year":"2002"},{"key":"2026041706440682100_ref359","first-page":"447","article-title":"Covariance scaled sampling for monocular 3D body tracking","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Sminchisescu","year":"2001"},{"key":"2026041706440682100_ref360","first-page":"566","article-title":"Building roadmaps of local minima of visual models","volume-title":"European Conference on Computer Vision","author":"Sminchisescu","year":"2002"},{"key":"2026041706440682100_ref361","first-page":"769","article-title":"Hyperdynamics importance sampling","volume-title":"European Conference on Computer Vision","author":"Sminchisescu","year":"2002"},{"issue":"6","key":"2026041706440682100_ref362","doi-asserted-by":"crossref","first-page":"371","DOI":"10.1177\/0278364903022006003","article-title":"Estimating articulated human motion with covariance scaled sampling","volume":"22","author":"Sminchisescu","year":"2003","journal-title":"The International Journal of Robotics Research"},{"key":"2026041706440682100_ref363","first-page":"69","article-title":"Kinematic jump processes for monocular 3D human tracking","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Sminchisescu","year":"2003"},{"key":"2026041706440682100_ref364","first-page":"69","article-title":"Kinematic jump processes for monocular 3D human tracking","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Sminchisescu","year":"2003"},{"issue":"1","key":"2026041706440682100_ref365","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1023\/B:VISI.0000042935.43630.46","article-title":"Building roadmaps of minima and transitions in visual models","volume":"61","author":"Sminchisescu","year":"2005","journal-title":"Int. J. Computer Vision"},{"key":"2026041706440682100_ref366","first-page":"22","article-title":"Consistency and coupling in human model likelihoods","volume-title":"Proceedings International Conference on Automatic Face and Gesture Recognition","author":"Sminchisescu","year":"2002"},{"issue":"3","key":"2026041706440682100_ref367","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1023\/B:STCO.0000035301.49549.88","article-title":"A tutorial on support vector regression","volume":"14","author":"Smola","year":"2004","journal-title":"Statistics and Computing"},{"key":"2026041706440682100_ref368","first-page":"810","article-title":"Towards detection of human motion","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Song","year":"2000"},{"issue":"7","key":"2026041706440682100_ref369","doi-asserted-by":"crossref","first-page":"814","DOI":"10.1109\/TPAMI.2003.1206511","article-title":"Unsupervised learning of human motion","volume":"25","author":"Song","year":"2003","journal-title":"IEEE T. Pattern Analysis and Machine Intelligence"},{"key":"2026041706440682100_ref370","first-page":"585","article-title":"Clothed people detection in still images","volume-title":"Proceedings IAPR International Conference on Pattern Recognition","author":"Sprague","year":"2002"},{"key":"2026041706440682100_ref371","article-title":"Human shape estimation in a multicamera studio.","volume-title":"BMVC","author":"Starck","year":"2001"},{"key":"2026041706440682100_ref372","first-page":"915","article-title":"Model-based multiple view reconstruction of people.","volume-title":"Int. Conf. on Computer Vision","author":"Starck","year":"2003"},{"key":"2026041706440682100_ref373","doi-asserted-by":"crossref","DOI":"10.1109\/ICCV.2005.229","article-title":"Spherical matching for temporal correspondence of non-rigid surfaces.","volume-title":"Int. Conf. on Computer Vision","author":"Starck","year":"2005"},{"issue":"6","key":"2026041706440682100_ref374","doi-asserted-by":"crossref","first-page":"600","DOI":"10.1016\/j.gmod.2005.01.008","article-title":"Virtual view synthesis of people from multiple view video sequences","volume":"67","author":"Starck","year":"2005","journal-title":"Graphical Models"},{"key":"2026041706440682100_ref375","first-page":"246","article-title":"Adaptive background mixture models for realtime tracking","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Stauffer","year":"1999"},{"key":"2026041706440682100_ref376","first-page":"246","article-title":"Adaptive background mixture models for real-time tracking","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Stauffer","year":"1999"},{"issue":"8","key":"2026041706440682100_ref377","doi-asserted-by":"crossref","first-page":"747","DOI":"10.1109\/34.868677","article-title":"Learning patterns of activity using realtime tracking","volume":"22","author":"Stauffer","year":"2000","journal-title":"IEEE T. Pattern Analysis and Machine Intelligence"},{"issue":"3","key":"2026041706440682100_ref378","doi-asserted-by":"crossref","first-page":"506","DOI":"10.1145\/1015706.1015753","article-title":"Speaking with hands: creating animated conversational characters from recordings of human performance","volume":"23","author":"Stone","year":"2004","journal-title":"ACM Trans. Graph."},{"issue":"1","key":"2026041706440682100_ref379","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1145\/1037957.1037966","article-title":"Adaptation of performed ballistic motion","volume":"24","author":"Sulejmanpas\u0306i\u0107","year":"2005","journal-title":"ACM Trans. Graph."},{"key":"2026041706440682100_ref380","first-page":"307","article-title":"Statistical foreground modelling for object localisation","volume-title":"European Conference on Computer Vision","author":"Sullivan","year":"2000"},{"key":"2026041706440682100_ref381","first-page":"629","article-title":"Recognizing and tracking human action","volume-title":"European Conference on Computer Vision","author":"Sullivan","year":"2002"},{"key":"2026041706440682100_ref382","author":"Sung","year":"1994"},{"key":"2026041706440682100_ref383","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1109\/34.655648","article-title":"Example-based learning for view-based human face detection","volume":"20","author":"Sung","year":"1998","journal-title":"IEEE T. Pattern Analysis and Machine Intelligence"},{"key":"2026041706440682100_ref384","first-page":"19","article-title":"Example guided inverse kinematics","volume-title":"International Conference on Computer Graphics and Imaging","author":"Tak","year":"2000"},{"issue":"1","key":"2026041706440682100_ref385","doi-asserted-by":"crossref","first-page":"98","DOI":"10.1145\/1037957.1037963","article-title":"A physically-based motion retargeting filter","volume":"24","author":"Tak","year":"2005","journal-title":"ACM Trans. Graph."},{"issue":"3","key":"2026041706440682100_ref386","doi-asserted-by":"crossref","first-page":"437","DOI":"10.1111\/1467-8659.00436","article-title":"Motion balance filtering","volume":"19","author":"Tak","year":"2000","journal-title":"Computer Graphics Forum (Eurographics 2000)"},{"key":"2026041706440682100_ref387","first-page":"677","article-title":"Reconstruction of articulated objects from point correspondences in a single uncalibrated image","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Taylor","year":"2000"},{"issue":"3","key":"2026041706440682100_ref388","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1006\/cviu.2000.0878","article-title":"Reconstruction of articulated objects from point correspondences in a single uncalibrated image","volume":"80","author":"Taylor","year":"2000","journal-title":"Computer Vision and Image Understanding"},{"key":"2026041706440682100_ref389","first-page":"176","article-title":"Periodic motion detection and estimation via space-time sampling","volume-title":"Motion05","author":"Thangali","year":"2005"},{"key":"2026041706440682100_ref390","first-page":"185","volume-title":"PG \u201903: Proceedings of the 11th Pacific Conference on Computer Graphics and Applications","author":"Theobalt","year":"2003"},{"key":"2026041706440682100_ref391","first-page":"211","article-title":"Sparse Bayesian learning and the relevance vector machine","volume":"1","author":"Tipping","year":"2001","journal-title":"J. Mach. Learn. Res."},{"key":"2026041706440682100_ref392","first-page":"332","volume-title":"In Advances in Neural Information Processing Systems 12","author":"Tipping","year":"2000"},{"key":"2026041706440682100_ref393","doi-asserted-by":"crossref","first-page":"353","DOI":"10.1006\/gmod.2000.0528","article-title":"Real-time inverse kinematics techniques for anthropomorphic limbs","volume":"62","author":"Tolani","year":"2000","journal-title":"Graphical Models"},{"issue":"4","key":"2026041706440682100_ref394","doi-asserted-by":"crossref","first-page":"393","DOI":"10.1162\/pres.1996.5.4.393","article-title":"Real-time inverse kinematics of the human arm","volume":"5","author":"Tolani","year":"1996","journal-title":"Presence"},{"key":"2026041706440682100_ref395","first-page":"151","article-title":"Footprint-based quadruped motion synthesis","volume-title":"Graphics Interface 98","author":"Torkos","year":"1998"},{"key":"2026041706440682100_ref396","first-page":"50","article-title":"Probabilistic tracking in a metric space","volume-title":"Int. Conf. on Computer Vision","author":"Toyama","year":"2001"},{"issue":"1","key":"2026041706440682100_ref397","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1023\/A:1014899027014","article-title":"Probabilistic tracking with exemplars in a metric space","volume":"48","author":"Toyama","year":"2002","journal-title":"Int. J. Computer Vision"},{"key":"2026041706440682100_ref398","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1115\/1.3118775","article-title":"Three-dimensional kinematic modelling of the human shoulder complex - Part II: Mathematical modelling and solution via optimization","volume":"111","author":"Tumer","year":"1989","journal-title":"ASME Journal of Biomechanical Engineering"},{"key":"2026041706440682100_ref399","first-page":"131","article-title":"Image segmentation by data-driven Markov Chain Monte Carlo","volume-title":"Int. Conf. on Computer Vision","author":"Tu","year":"2001"},{"issue":"5","key":"2026041706440682100_ref400","doi-asserted-by":"crossref","first-page":"657","DOI":"10.1109\/34.1000239","article-title":"Image segmentation by data-driven Markov Chain Monte Carlo","volume":"24","author":"Tu","year":"2002","journal-title":"IEEE T. Pattern Analysis and Machine Intelligence"},{"key":"2026041706440682100_ref401","volume-title":"The Nature of Statistical Learning Theory","author":"Vapnik","year":"1996"},{"key":"2026041706440682100_ref402","volume-title":"Statistical Learning Theory","author":"Vapnik","year":"1998"},{"issue":"12","key":"2026041706440682100_ref403","doi-asserted-by":"crossref","first-page":"2085","DOI":"10.1016\/S0005-1098(03)00250-4","article-title":"Decomposition of human motion into dynamics-based primitives with application to drawing tasks","volume":"39","author":"Vecchio","year":"2003","journal-title":"Automatica"},{"key":"2026041706440682100_ref404","first-page":"747","article-title":"Robust real-time face detection","volume-title":"Int. Conf. on Computer Vision","author":"Viola","year":"2001"},{"key":"2026041706440682100_ref405","first-page":"734","article-title":"Detecting pedestrians using patterns of motion and appearance","volume-title":"Int. Conf. on Computer Vision","author":"Viola","year":"2003"},{"issue":"2","key":"2026041706440682100_ref406","doi-asserted-by":"crossref","first-page":"153","DOI":"10.1007\/s11263-005-6644-8","article-title":"Detecting pedestrians using patterns of motion and appearance","volume":"63","author":"Viola","year":"2005","journal-title":"Int. J. Computer Vision"},{"key":"2026041706440682100_ref407","first-page":"511","article-title":"Rapid object detection using a boosted cascade of simple features","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Viola","year":"2001"},{"issue":"2","key":"2026041706440682100_ref408","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1023\/B:VISI.0000013087.49260.fb","article-title":"Robust real-time face detection","volume":"57","author":"Viola","year":"2004","journal-title":"Int. J. Computer Vision"},{"issue":"5","key":"2026041706440682100_ref409","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1016\/j.rti.2003.08.001","article-title":"Video analysis of human dynamics - a survey","volume":"9","author":"Wang","year":"2003","journal-title":"Real-Time Imaging"},{"key":"2026041706440682100_ref410","first-page":"232","volume-title":"SCA \u201903: Proceedings of the 2003 ACM SIGGRAPH\/Eurographics symposium on Computer animation","author":"Wang","year":"2003"},{"key":"2026041706440682100_ref411","doi-asserted-by":"crossref","first-page":"335","DOI":"10.1145\/1028523.1028568","volume-title":"SCA \u201904: Proceedings of the 2004 ACM SIGGRAPH\/Eurographics symposium on Computer animation","author":"Wang","year":"2004"},{"key":"2026041706440682100_ref412","first-page":"20","article-title":"Viewpoint-invariant learning and detection of human heads","volume-title":"IEEE International Conference on Automatic Face and Gesture Recognition","author":"Weber","year":"2000"},{"key":"2026041706440682100_ref413","author":"Weiss","year":"1997"},{"issue":"6","key":"2026041706440682100_ref414","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1109\/38.626968","article-title":"Interpolation synthesis of articulated figure motion","volume":"17","author":"Wiley","year":"1997","journal-title":"IEEE Comput. Graph. Appl."},{"key":"2026041706440682100_ref415","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1145\/54852.378507","volume-title":"SIGGRAPH \u201988: Proceedings of the 15th annual conference on Computer graphics and interactive techniques","author":"Witkin","year":"1988"},{"key":"2026041706440682100_ref416","doi-asserted-by":"crossref","first-page":"105","DOI":"10.1145\/218380.218422","volume-title":"SIGGRAPH \u201995: Proceedings of the 22nd annual conference on Computer graphics and interactive techniques","author":"Witkin","year":"1995"},{"issue":"7","key":"2026041706440682100_ref417","doi-asserted-by":"crossref","first-page":"780","DOI":"10.1109\/34.598236","article-title":"Pfinder: Realtime tracking of the human body","volume":"19","author":"Wren","year":"1997","journal-title":"IEEE T. Pattern Analysis and Machine Intelligence"},{"key":"2026041706440682100_ref418","first-page":"605","article-title":"Content-based retrieval for Human Motion Data","volume-title":"16th IPPR Conference on Computer Vision, Graphics and Image Processing","author":"Wu","year":"2003"},{"key":"2026041706440682100_ref419","first-page":"1023","article-title":"A statistical field model for pedestrian detection","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Wu","year":"2005"},{"issue":"1","key":"2026041706440682100_ref420","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1023\/A:1008173322902","article-title":"Learned models for estimation of rigid and articulated human motion from stationary or moving camera","volume":"36","author":"Yacoob","year":"2000","journal-title":"Int. J. Computer Vision"},{"key":"2026041706440682100_ref421","first-page":"2","volume-title":"CVPR \u201998: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition","author":"Yamamoto","year":"1998"},{"issue":"3","key":"2026041706440682100_ref422","doi-asserted-by":"crossref","first-page":"352","DOI":"10.1109\/TVCG.2003.1207443","article-title":"Natural motion animation through constraining and deconstraining at will","volume":"9","author":"Yamane","year":"2003","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"2026041706440682100_ref423","first-page":"479","article-title":"A novel approach to detecting adult images","volume-title":"Proceedings IAPR International Conference on Pattern Recognition","author":"Yang","year":"2004"},{"key":"2026041706440682100_ref424","article-title":"Learning the behaviour of users in a public space through video tracking","volume-title":"CVPR","author":"Yan","year":"2004"},{"key":"2026041706440682100_ref425","first-page":"239","volume-title":"Exploring artificial intelligence in the new millennium","author":"Yedidia","year":"2003"},{"issue":"4","key":"2026041706440682100_ref426","doi-asserted-by":"crossref","first-page":"313","DOI":"10.1145\/195826.195827","article-title":"Inverse kinematics positioning using nonlinear programming for highly articulated figures","volume":"13","author":"Zhao","year":"1994","journal-title":"ACM Trans. Graph."},{"key":"2026041706440682100_ref427","first-page":"161","volume-title":"PG \u201998: Proceedings of the 6th Pacific Conference on Computer Graphics and Applications","author":"Zhao","year":"1998"},{"issue":"3","key":"2026041706440682100_ref428","first-page":"148","article-title":"Stereo- and neural network-based pedestrian detection","volume":"1","author":"Zhao","year":"2000","journal-title":"Intelligent Transportation Systems"},{"key":"2026041706440682100_ref429","first-page":"738","article-title":"Integrating bottom-up\/top-down for object recognition by data driven Markov Chain Monte Carlo","volume-title":"IEEE Conf. on Computer Vision and Pattern Recognition","author":"Zhu","year":"2000"},{"key":"2026041706440682100_ref430","first-page":"89","article-title":"Motion capture-driven simulations that hit and react","volume-title":"ACM SIGGRAPH Symposium on Computer Animation","author":"Zordan","year":"2002"},{"key":"2026041706440682100_ref431","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-7091-6423-5_2","article-title":"Tracking and modifying upper-body human motion data with dynamic simulation","volume-title":"Computer Animation and Simulation \u201999","author":"Zordan","year":"1999"},{"key":"2026041706440682100_ref432","first-page":"28","article-title":"Entertainment R&D for defense","volume-title":"IEEE Computer Graphics and Applications","author":"Zyda","year":"2003"},{"key":"2026041706440682100_ref433","first-page":"217","article-title":"The MOVES institute\u2019s America\u2019s army operations game","volume-title":"Proceedings of the ACM SIGGRAPH 2003 Symposium on Interactive 3D Graphics","author":"Zyda","year":"2003"}],"container-title":["Foundations and Trends\u00ae in Computer Graphics and Vision"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.emerald.com\/ftcgv\/article-pdf\/1\/2-3\/77\/11524557\/0600000005en.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/www.emerald.com\/ftcgv\/article-pdf\/1\/2-3\/77\/11524557\/0600000005en.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T14:09:07Z","timestamp":1777471747000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.emerald.com\/ftcgv\/article\/1\/2-3\/77\/1360392\/Computational-Studies-of-Human-Motion-Part-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2005,6,5]]},"references-count":433,"journal-issue":{"issue":"2-3","published-print":{"date-parts":[[2005,6,5]]}},"URL":"https:\/\/doi.org\/10.1561\/0600000005","relation":{},"ISSN":["1572-2740","1572-2759"],"issn-type":[{"value":"1572-2740","type":"print"},{"value":"1572-2759","type":"electronic"}],"subject":[],"published":{"date-parts":[[2005,6,5]]}}}