{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T08:25:43Z","timestamp":1725870343086},"publisher-location":"Cham","reference-count":46,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319457628"},{"type":"electronic","value":"9783319457635"}],"license":[{"start":{"date-parts":[[2016,11,4]],"date-time":"2016-11-04T00:00:00Z","timestamp":1478217600000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-45763-5_3","type":"book-chapter","created":{"date-parts":[[2016,11,3]],"date-time":"2016-11-03T12:25:45Z","timestamp":1478175945000},"page":"39-59","source":"Crossref","is-referenced-by-count":0,"title":["Adaptive Down-Sampling and Dimension Reduction in Time Elastic Kernel Machines for Efficient Recognition of Isolated Gestures"],"prefix":"10.1007","author":[{"given":"Pierre-Francois","family":"Marteau","sequence":"first","affiliation":[]},{"given":"Sylvie","family":"Gibet","sequence":"additional","affiliation":[]},{"given":"Cl\u00e9ment","family":"Reverdy","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,11,4]]},"reference":[{"key":"3_CR1","doi-asserted-by":"crossref","first-page":"1373","DOI":"10.1162\/089976603321780317","volume":"15","author":"M Belkin","year":"2002","unstructured":"Belkin, M., & Niyogi, P. (2002). Laplacian eigenmaps for dimensionality reduction and data representation. Neural Computation, 15, 1373\u20131396.","journal-title":"Neural Computation"},{"key":"3_CR2","doi-asserted-by":"crossref","unstructured":"Berg, C., Christensen, J. P. R., & Ressel, P. (1984). Harmonic analysis on semigroups: Theory of positive definite and related functions (Vol. 100). Graduate texts in mathematics. New York: Springer.","DOI":"10.1007\/978-1-4612-1128-0"},{"issue":"11","key":"3_CR3","doi-asserted-by":"crossref","first-page":"1958","DOI":"10.1109\/TPAMI.2007.1101","volume":"29","author":"A Bissacco","year":"2007","unstructured":"Bissacco, A., Chiuso, A., & Soatto, S. (2007). Classification and recognition of dynamical models: the role of phase, independent components, kernels and optimal transport. IEEE Transactions on Pattern Analysis and Machine Intelligence, 29(11), 1958\u20131972.","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"3_CR4","doi-asserted-by":"crossref","unstructured":"Blackburn, J., & Ribeiro, E. (2007). Human motion recognition using isomap and dynamic time warping. In A. Elgammal, B. Rosenhahn, & R. Klette (Eds.), Human motion\u2014understanding, modeling, capture and animation (Vol. 4814, pp. 285\u2013298). Lecture notes in computer science. Berlin: Springer.","DOI":"10.1007\/978-3-540-75703-0_20"},{"key":"3_CR5","doi-asserted-by":"crossref","first-page":"27:1","DOI":"10.1145\/1961189.1961199","volume":"2","author":"CC Chang","year":"2011","unstructured":"Chang, C. C., & Lin, C.-J. (2011). LIBSVM: A library for support vector machines. ACM Transactions on Intelligent Systems and Technology, 2, 27:1\u201327:27.","journal-title":"ACM Transactions on Intelligent Systems and Technology"},{"key":"3_CR6","unstructured":"CMU. (2003). Motion capture database, Carnegie Mellon University. http:\/\/mocap.cs.cmu.edu\/ ."},{"key":"3_CR7","doi-asserted-by":"crossref","unstructured":"Cuturi, M., Vert, J.-P., Birkenes, O., & Matsui, T. (2007). A kernel for time series based on global alignments. In Proceedings of ICASSP 2007 (pp. II-413\u2013II-416). Honolulu: IEEE.","DOI":"10.1109\/ICASSP.2007.366260"},{"key":"3_CR8","doi-asserted-by":"crossref","unstructured":"de Aguiar, E., & Theobalt, C. (2006). Automatic learning of articulated skeletons from 3D marker trajectories. In G. Bebis, et al. (Eds.), ISVC (Vol. 4291, pp. 485\u2013494). Lecture notes in computer science. Berlin: Springer.","DOI":"10.1007\/11919476_49"},{"key":"3_CR9","unstructured":"Dupont, M., & Marteau, P.-F. (2015). Coarse-DTW: exploiting sparsity in gesture time series. In A. Douzal-Chouakria, et al. (Eds.), Advanced Analytics and Learning on Temporal Data (AALTD), Proceedings of the 1st International Workshop on Advanced Analytics and Learning on Temporal Data (AALTD) (Vol. 1425). Porto, Portugal: CEUR Workshop Proceedings."},{"key":"3_CR10","doi-asserted-by":"crossref","unstructured":"Fothergill, S., Mentis, H., Kohli, P., & Nowozin, S. (2012). Instructing people for training gestural interactive systems. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems CHI 2012, (pp. 1737\u20131746). New York: ACM.","DOI":"10.1145\/2207676.2208303"},{"key":"3_CR11","unstructured":"Gibet, S., Marteau, P. -F., & Duarte, K. (2011). Toward a motor theory of sign language perception. In E. Efthimiou, G. Kouroupetroglou, & S. -E. Fotinea (Eds.), Gesture Workshop (Vol. 7206, pp. 161\u2013172). Lecture notes in computer science Berlin: Springer."},{"issue":"9","key":"3_CR12","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1167\/8.9.13","volume":"8","author":"MA Giese","year":"2008","unstructured":"Giese, M. A., Thornton, I., & Edelman, S. (2008). Metrics of the perception of body movement. Journal of Vision, 8(9), 1\u201318. Reviewed.","journal-title":"Journal of Vision"},{"issue":"5","key":"3_CR13","doi-asserted-by":"crossref","first-page":"836","DOI":"10.1016\/j.imavis.2009.08.003","volume":"28","author":"L Han","year":"2010","unstructured":"Han, L., Wu, X., Liang, W., Hou, G., & Jia, Y. (2010). Discriminative human action recognition in the learned hierarchical manifold space. Image and Vision Computing, 28(5), 836\u2013849.","journal-title":"Image and Vision Computing"},{"key":"3_CR14","unstructured":"He, X., & Niyogi, P. (2003). Locality preserving projections (Vol. 16). Advances in neural information processing systems. Cambridge: MIT Press."},{"key":"3_CR15","doi-asserted-by":"crossref","unstructured":"Hussain, S., & Rashid, A. (2012). User independent hand gesture recognition by accelerated DTW. In International Conference on Informatics, Electronics Vision (ICIEV) (pp. 1033\u20131037).","DOI":"10.1109\/ICIEV.2012.6317364"},{"key":"3_CR16","unstructured":"Hussein, M.\u00a0E., Torki, M., Gowayyed, M.\u00a0A., & El-Saban, M. (2013). Human action recognition using a temporal hierarchy of covariance descriptors on 3D joint locations. In IJCAI."},{"key":"3_CR17","doi-asserted-by":"crossref","unstructured":"Jenkins, O.\u00a0C. & Matari\u0107, M.\u00a0J. (2004). A spatio-temporal extension to isomap nonlinear dimension reduction. In The International Conference on Machine Learning (ICML 2004), (pp. 441\u2013448).","DOI":"10.1145\/1015330.1015357"},{"key":"3_CR18","doi-asserted-by":"crossref","unstructured":"Jolliffe, I. (1986). Principal component analysis. Springer series in statistics. New York: Springer.","DOI":"10.1007\/978-1-4757-1904-8"},{"key":"3_CR19","doi-asserted-by":"crossref","unstructured":"Keogh, E.\u00a0J. & Pazzani, M.\u00a0J. (2000). Scaling up dynamic time warping for datamining applications. In Proceedings of the Sixth ACM SIGKDD KDD 2000 (pp. 285\u2013289). New York.","DOI":"10.1145\/347090.347153"},{"key":"3_CR20","doi-asserted-by":"crossref","DOI":"10.4135\/9781412985130","volume-title":"Multidimensional scaling","author":"J Kruskal","year":"1978","unstructured":"Kruskal, J., & Wish, M. (1978). Multidimensional scaling. Beverly Hills: Sage Publications."},{"key":"3_CR21","first-page":"643","volume":"13","author":"H Larochelle","year":"2012","unstructured":"Larochelle, H., Mandel, M., Pascanu, R., & Bengio, Y. (2012). Learning algorithms for the classification restricted Boltzmann machine. Journal of Machine Learning Research, 13, 643\u2013669.","journal-title":"Journal of Machine Learning Research"},{"key":"3_CR22","doi-asserted-by":"crossref","unstructured":"Li, W., Zhang, Z., & Liu, Z. (2010). Action recognition based on a bag of 3D points. In Proceedings of IEEE International Workshop on CVPR for Human Communicative Behavior Analysis (pp. 9\u201314). In Press.","DOI":"10.1109\/CVPRW.2010.5543273"},{"issue":"2","key":"3_CR23","doi-asserted-by":"crossref","first-page":"306","DOI":"10.1109\/TPAMI.2008.76","volume":"31","author":"PF Marteau","year":"2009","unstructured":"Marteau, P. F. (2009). Time warp edit distance with stiffness adjustment for time series matching. IEEE Transactions on Pattern Analysis and Machine Intelligence, 31(2), 306\u2013318.","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"3_CR24","doi-asserted-by":"crossref","unstructured":"Marteau, P.-F., & Gibet, S. (2006). Adaptive sampling of motion trajectories for discrete task-based analysis and synthesis of gesture. In S. Gibet, N. Courty, & J.-F. Kamp (Eds.), Gesture in human-computer interaction and simulation (Vol. 3881, pp. 224\u2013235). Lecture notes in computer science. Springer: Berlin.","DOI":"10.1007\/11678816_25"},{"key":"3_CR25","unstructured":"Marteau, P.-F. & Gibet, S. (2014). On recursive edit distance kernels with application to time series classification. IEEE Transactions on Neural Networks and Learning Systems, 1\u201314."},{"issue":"4","key":"3_CR26","doi-asserted-by":"crossref","first-page":"367","DOI":"10.1007\/s10044-008-0133-y","volume":"12","author":"P-F Marteau","year":"2009","unstructured":"Marteau, P.-F., & M\u00e9nier, G. (2009). Speeding up simplification of polygonal curves using nested approximations. Pattern Analysis and Applications, 12(4), 367\u2013375.","journal-title":"Pattern Analysis and Applications"},{"key":"3_CR27","unstructured":"Martens, J. & Sutskever, I. (2011). Learning recurrent neural networks with hessian-free optimization. In ICML (pp. 1033\u20131040)."},{"issue":"8","key":"3_CR28","doi-asserted-by":"crossref","first-page":"729","DOI":"10.1016\/S0262-8856(03)00068-4","volume":"21","author":"O Masoud","year":"2003","unstructured":"Masoud, O., & Papanikolopoulos, N. (2003). A method for human action recognition. Image and Vision Computing, 21(8), 729\u2013743.","journal-title":"Image and Vision Computing"},{"key":"3_CR29","unstructured":"McLachlan, G. (2004). Discriminant analysis and statistical pattern recognition. Probability and statistics. New York: Wiley."},{"issue":"3","key":"3_CR30","doi-asserted-by":"crossref","first-page":"311","DOI":"10.1109\/TSMCC.2007.893280","volume":"37","author":"S Mitra","year":"2007","unstructured":"Mitra, S., & Acharya, T. (2007). Gesture recognition: a survey. Transactions on Systems, Man, and Cybernetics, Part C, 37(3), 311\u2013324.","journal-title":"Transactions on Systems, Man, and Cybernetics, Part C"},{"key":"3_CR31","unstructured":"M\u00fcller, M., R\u00f6der, T., Clausen, M., Eberhardt, B., Kr\u00fcger, B., & Weber, A. (2007). Documentation mocap database HDM05. Technical report CG-2007-2, Universit\u00e4t Bonn."},{"key":"3_CR32","unstructured":"O\u2019Brien, J. F., Bodenheimer, R. E., Brostow, G. J., & Hodgins, J. K. (2000). Automatic joint parameter estimation from magnetic motion capture data. In Proceedings of Graphics Interface (Vol. 2000, pp. 53\u201360)."},{"key":"3_CR33","doi-asserted-by":"crossref","unstructured":"Ofli, F., Chaudhry, R., Kurillo, G., Vidal, R., & Bajcsy, R. (2012). Sequence of the most informative joints (SMIJ): A new representation for human skeletal action recognition. In CVPR Workshops (pp. 8\u201313). IEEE.","DOI":"10.1109\/CVPRW.2012.6239231"},{"key":"3_CR34","unstructured":"Ofli, F., Chaudhry, R., Kurillo, G., Vidal, R., & Bajcsy, R. (2013). Sequence of the most informative joints (SMIJ): A new representation for human skeletal action recognition. Journal of Visual Communication and Image Representation, 1\u201320."},{"key":"3_CR35","doi-asserted-by":"crossref","unstructured":"Oreifej, O. & Liu, Z. (2013). HON4D: Histogram of oriented 4D normals for activity recognition from depth sequences. In 2013 IEEE CVPR (pp. 716\u2013723).","DOI":"10.1109\/CVPR.2013.98"},{"key":"3_CR36","doi-asserted-by":"crossref","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","volume":"290","author":"ST Roweis","year":"2000","unstructured":"Roweis, S. T., & Saul, L. K. (2000). Nonlinear dimensionality reduction by locally linear embedding. Science, 290, 2323\u20132326.","journal-title":"Science"},{"key":"3_CR37","unstructured":"Sakoe, H. & Chiba, S. (1971). A dynamic programming approach to continuous speech recognition. In Proceedings of the 7th International Congress of Acoustic (pp. 65\u201368)."},{"key":"3_CR38","doi-asserted-by":"crossref","unstructured":"Sempena, S., Maulidevi, N., & Aryan, P. (2011). Human action recognition using dynamic time warping. In International Conference on Electrical Engineering and Informatics (ICEEI) (pp. 1\u20135).","DOI":"10.1109\/ICEEI.2011.6021605"},{"key":"3_CR39","doi-asserted-by":"crossref","unstructured":"Shotton, J., Fitzgibbon, A., Cook, M., Sharp, T., Finocchio, M., Moore R., et al. (2011). Real-time human pose recognition in parts from single depth images. In Conference on Computer Vision and Pattern Recognition CVPR 2011 (pp. 1297\u20131304). IEEE.","DOI":"10.1109\/CVPR.2011.5995316"},{"issue":"5500","key":"3_CR40","doi-asserted-by":"crossref","first-page":"2319","DOI":"10.1126\/science.290.5500.2319","volume":"290","author":"JB Tenenbaum","year":"2000","unstructured":"Tenenbaum, J. B., de Silva, V., & Langford, J. C. (2000). A global geometric framework for nonlinear dimensionality reduction. Science, 290(5500), 2319.","journal-title":"Science"},{"key":"3_CR41","doi-asserted-by":"crossref","unstructured":"Veeraraghavan, A., Chowdhury, A. K. R., & Chellappa, R. (2004). Role of shape and kinematics in human movement analysis. In CVPR (Vol. 1, pp. 730\u2013737).","DOI":"10.1109\/CVPR.2004.1315104"},{"key":"3_CR42","doi-asserted-by":"crossref","first-page":"223","DOI":"10.1016\/S0020-7373(70)80008-6","volume":"2","author":"VM Velichko","year":"1970","unstructured":"Velichko, V. M., & Zagoruyko, N. G. (1970). Automatic recognition of 200 words. International Journal of Man-Machine Studies, 2, 223\u2013234.","journal-title":"International Journal of Man-Machine Studies"},{"key":"3_CR43","doi-asserted-by":"crossref","unstructured":"Wang, J., Liu, Z., Wu, Y., & Yuan, J. (2012). Mining actionlet ensemble for action recognition with depth cameras. In IEEE International Conference CVPR (pp. 1290\u20131297).","DOI":"10.1109\/CVPR.2012.6247813"},{"key":"3_CR44","unstructured":"Wang, S. B., Quattoni, A., Morency, L., Demirdjian, D., & Darrell, T. (2006). Hidden conditional random fields for gesture recognition. In IEEE International Conference CVPR (Vol. 2, pp. 1521\u20131527)."},{"key":"3_CR45","doi-asserted-by":"crossref","unstructured":"Yu, E. & Aggarwal, J. (2009). Human action recognition with extremities as semantic posture representation. In 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (pp. 1\u20138).","DOI":"10.1109\/CVPRW.2009.5204242"},{"key":"3_CR46","doi-asserted-by":"crossref","first-page":"747","DOI":"10.1007\/978-3-642-31968-6_89","volume-title":"Communications and information processing","author":"X Zhao","year":"2012","unstructured":"Zhao, X., Song, Z., Guo, J., Zhao, Y., & Zheng, F. (2012). Real-time hand gesture detection and recognition by random forest. In M. Zhao & J. Sha (Eds.), Communications and information processing (Vol. 289, pp. 747\u2013755). Berlin: Springer."}],"container-title":["Studies in Computational Intelligence","Advances in Knowledge Discovery and Management"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-45763-5_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,15]],"date-time":"2019-09-15T03:47:17Z","timestamp":1568519237000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-45763-5_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,11,4]]},"ISBN":["9783319457628","9783319457635"],"references-count":46,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-45763-5_3","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"type":"print","value":"1860-949X"},{"type":"electronic","value":"1860-9503"}],"subject":[],"published":{"date-parts":[[2016,11,4]]}}}