{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T07:27:02Z","timestamp":1740122822738,"version":"3.37.3"},"reference-count":55,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2017,1,25]],"date-time":"2017-01-25T00:00:00Z","timestamp":1485302400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001230","name":"Macquarie University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001230","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2018,1]]},"DOI":"10.1007\/s11042-017-4368-8","type":"journal-article","created":{"date-parts":[[2017,1,25]],"date-time":"2017-01-25T07:38:50Z","timestamp":1485329930000},"page":"1997-2012","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["MATRACK: block sparse Bayesian learning for a sketch recognition approach"],"prefix":"10.1007","volume":"77","author":[{"given":"Hessam","family":"Jahani-Fariman","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Manolya","family":"Kavakli","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ali","family":"Boyali","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,1,25]]},"reference":[{"key":"4368_CR1","doi-asserted-by":"crossref","unstructured":"Akl A, Valaee S (2010) Accelerometer-based gesture recognition via dynamic-time warping, affinity propagation, & compressive sensing. in Acoustics Speech and Signal Processing (ICASSP), 2010 I.E. International Conference on, p 2270\u20132273","DOI":"10.1109\/ICASSP.2010.5495895"},{"key":"4368_CR2","doi-asserted-by":"crossref","unstructured":"\u00c1lvaro F, S\u00e1nchez J-A, Bened\u00ed J-M (2014) Recognition of on-line handwritten mathematical expressions using 2d stochastic context-free grammars and hidden markov models. Pattern Recognition Letters 35:58\u201367","DOI":"10.1016\/j.patrec.2012.09.023"},{"key":"4368_CR3","doi-asserted-by":"crossref","unstructured":"Andreopoulos A, Tsotsos JK (2013) 50 Years of object recognition: directions forward. Comput Vis Image Underst 117:827\u2013891","DOI":"10.1016\/j.cviu.2013.04.005"},{"key":"4368_CR4","doi-asserted-by":"crossref","unstructured":"Bae S-H, Balakrishnan R, Singh K (2008) ILoveSketch: as-natural-as-possible sketching system for creating 3d curve models. in Proceedings of the 21st annual ACM symposium on User interface software and technology, p 151\u2013160","DOI":"10.1145\/1449715.1449740"},{"key":"4368_CR5","doi-asserted-by":"crossref","unstructured":"Baum LE, Petrie T (1966) Statistical inference for probabilistic functions of finite state Markov chains. Ann Math Stat 37:1554\u20131563","DOI":"10.1214\/aoms\/1177699147"},{"key":"4368_CR6","doi-asserted-by":"crossref","unstructured":"Billinghurst M, Piumsomboon T, Bai H (2014) Hands in space: gesture interaction with augmented-reality interfaces. IEEE Comput Graph Appl 34:77\u201380","DOI":"10.1109\/MCG.2014.8"},{"key":"4368_CR7","doi-asserted-by":"crossref","unstructured":"Boyali A and Hashimoto N (2014) \"Block-Sparse Representation Classification based gesture recognition approach for a robotic wheelchair,\" in Intelligent Vehicles Symposium Proceedings, 2014 IEEE, pp. 1133\u20131138.","DOI":"10.1109\/IVS.2014.6856392"},{"key":"4368_CR8","doi-asserted-by":"crossref","unstructured":"Boyali A, Kavakli M (2012) A robust gesture recognition algorithm based on sparse representation, random projections and compressed sensing. in Industrial Electronics and Applications (ICIEA), 2012 7th IEEE Conference on, p 243\u2013249","DOI":"10.1109\/ICIEA.2012.6360730"},{"key":"4368_CR9","doi-asserted-by":"crossref","unstructured":"Braga-Neto UM, Dougherty ER (2004) Is cross-validation valid for small-sample microarray classification?, Bioinformatics 20:374\u2013380","DOI":"10.1093\/bioinformatics\/btg419"},{"key":"4368_CR10","doi-asserted-by":"crossref","unstructured":"Cand\u00e8 EJ, Wakin MB (2008) \"an introduction to compressive sampling,\" Signal Processing Magazine. IEEE 25:21\u201330","DOI":"10.1109\/MSP.2007.914731"},{"key":"4368_CR11","doi-asserted-by":"crossref","unstructured":"Candes EJ, Tao T (2006) \"near-optimal signal recovery from random projections: universal encoding strategies?,\" Information Theory. IEEE Transactions 52:5406\u20135425","DOI":"10.1109\/TIT.2006.885507"},{"key":"4368_CR12","doi-asserted-by":"crossref","unstructured":"Cand\u00e8s EJ, Romberg J, Tao T (2006) \"robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information,\" Information Theory. IEEE Transactions 52:489\u2013509","DOI":"10.1109\/TIT.2005.862083"},{"key":"4368_CR13","doi-asserted-by":"crossref","unstructured":"Company P, Contero M, Varley P, Aleixos N, Naya F (2009) Computer-aided sketching as a tool to promote innovation in the new product development process. Comput Ind 60:592\u2013603","DOI":"10.1016\/j.compind.2009.05.018"},{"key":"4368_CR14","unstructured":"Cunningham P, Delany SJ (2007) k-Nearest neighbour classifiers. Multiple Classifier Systems, pp. 1\u201317"},{"key":"4368_CR15","doi-asserted-by":"crossref","unstructured":"Dix A (2009) Human-computer interaction. Springer, Berlin","DOI":"10.1007\/978-0-387-39940-9_192"},{"key":"4368_CR16","first-page":"1289","volume":"52","author":"DL Donoho","year":"2006","unstructured":"Donoho DL (2006) \"compressed sensing,\" Information Theory. IEEE Trans 52:1289\u20131306","journal-title":"IEEE Trans"},{"key":"4368_CR17","doi-asserted-by":"crossref","first-page":"2197","DOI":"10.1073\/pnas.0437847100","volume":"100","author":"DL Donoho","year":"2003","unstructured":"Donoho DL, Elad M (2003) Optimally sparse representation in general (nonorthogonal) dictionaries via \u21131 minimization. Proc Natl Acad Sci 100:2197\u20132202","journal-title":"Proc Natl Acad Sci"},{"key":"4368_CR18","doi-asserted-by":"crossref","unstructured":"Eitz M, Hays J (2011) Learning to classify human object sketches. in ACM SIGGRAPH 2011 Talks, p 30","DOI":"10.1145\/2037826.2037865"},{"key":"4368_CR19","first-page":"1624","volume":"17","author":"M Eitz","year":"2011","unstructured":"Eitz M, Hildebrand K, Boubekeur T, Alexa M (2011) \"sketch-based image retrieval: benchmark and bag-of-features descriptors,\" Visualization and Computer Graphics. IEEE Trans 17:1624\u20131636","journal-title":"IEEE Trans"},{"key":"4368_CR20","first-page":"44","volume":"31","author":"M Eitz","year":"2012","unstructured":"Eitz M, Hays J, Alexa M (2012) How do humans sketch objects? ACM Trans Graph 31:44","journal-title":"ACM Trans Graph"},{"key":"4368_CR21","unstructured":"Fariman HJ, Ahmad SA, Marhaban MH, Ghasab MA, Chappell PH (2015) Hand movements classification for myoelectric control system using adaptive resonance theory. Australas Phys Eng Sci Med 39:1\u201318"},{"key":"4368_CR22","doi-asserted-by":"crossref","unstructured":"Freina L, Ott M (2015) A literature review on immersive virtual reality in education: state of the art and perspectives. in The International Scientific Conference eLearning and Software for Education, p. 133","DOI":"10.12753\/2066-026X-15-020"},{"key":"4368_CR23","doi-asserted-by":"crossref","unstructured":"Ghorbel A, Anquetil E, Camillerapp J, Lemaitre A (2014) IMISketch: an interactive method for sketch recognition. Pattern Recogn Lett 35:78\u201390","DOI":"10.1016\/j.patrec.2013.08.011"},{"key":"4368_CR24","doi-asserted-by":"crossref","unstructured":"Ghorbel A, Lemaitre A, Anquetil E, Fleury S, Jamet E (2015) Interactive interpretation of structured documents: application to the recognition of handwritten architectural plans. Pattern Recogn 48:2446\u20132458","DOI":"10.1016\/j.patcog.2015.01.028"},{"key":"4368_CR25","doi-asserted-by":"crossref","unstructured":"Hammond TA, Logsdon D, Paulson B, Johnston J, Peschel JM, Wolin A, et al. (2010) A sketch recognition system for recognizing free-hand course of action diagrams, in IAAI","DOI":"10.1609\/aaai.v24i2.18812"},{"key":"4368_CR26","doi-asserted-by":"crossref","unstructured":"Hu R, Collomosse J (2013) A performance evaluation of gradient field hog descriptor for sketch based image retrieval. Comput Vis Image Underst 117:790\u2013806","DOI":"10.1016\/j.cviu.2013.02.005"},{"key":"4368_CR27","doi-asserted-by":"crossref","unstructured":"Johnson G, Gross MD, Hong J, Yi-Luen Do E (2009) Computational support for sketching in design: a review. Found Trends on Hum-Comput Interact 2:1\u201393","DOI":"10.1561\/1100000013"},{"key":"4368_CR28","doi-asserted-by":"crossref","unstructured":"Karam M (2006) Investigating user tolerance for errors in vision-enabled gesture-based interactions. in Proceedings of the working conference on Advanced visual interfaces, p 225\u2013232","DOI":"10.1145\/1133265.1133309"},{"key":"4368_CR29","doi-asserted-by":"crossref","unstructured":"Kavakli M (2008) Gesture recognition in virtual reality. International Journal of Arts and Technology 1:215\u2013229.","DOI":"10.1504\/IJART.2008.021928"},{"key":"4368_CR30","doi-asserted-by":"crossref","unstructured":"Kavakli M, Boyali A (2012) De-SIGN: robust gesture recognition in conceptual design, sensor analysis and synthesis. in Advances in Robotics and Virtual Reality, ed: Springer, p 201\u2013225","DOI":"10.1007\/978-3-642-23363-0_9"},{"key":"4368_CR31","doi-asserted-by":"crossref","unstructured":"Kavakli M, Jayarathna D (2005) Virtual hand: an interface for interactive sketching in virtual reality. in Computational intelligence for modelling, control and automation, 2005 and international conference on intelligent agents, Web Technologies and Internet Commerce, International Conference on, p 613\u2013618","DOI":"10.1109\/CIMCA.2005.1631331"},{"key":"4368_CR32","first-page":"40","volume":"9","author":"KI Kim","year":"2002","unstructured":"Kim KI, Jung K, Kim HJ (2002) \"face recognition using kernel principal component analysis.\" Signal Processing Letters. IEEE 9:40\u201342.","journal-title":"IEEE"},{"key":"4368_CR33","doi-asserted-by":"crossref","first-page":"740","DOI":"10.1016\/j.cap.2010.11.051","volume":"11","author":"KS Kim","year":"2011","unstructured":"Kim KS, Choi HH, Moon CS, Mun CW (2011) Comparison of k-nearest neighbor, quadratic discriminant and linear discriminant analysis in classification of electromyogram signals based on the wrist-motion directions. Curr Appl Phys 11:740\u2013745","journal-title":"Curr Appl Phys"},{"key":"4368_CR34","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1109\/2.910894","volume":"34","author":"J Landay","year":"2001","unstructured":"Landay J, Myers B (2001) Sketching interfaces: toward more human interface design. IEEE Journal of Computer 34:56\u201364","journal-title":"IEEE Journal of Computer"},{"key":"4368_CR35","unstructured":"LaViola JJ Jr (2015) Context aware 3D gesture recognition for games and virtual reality. in ACM SIGGRAPH 2015 Courses, p 10"},{"key":"4368_CR36","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.cviu.2015.02.003","volume":"137","author":"Y Li","year":"2015","unstructured":"Li Y, Hospedales TM, Song Y-Z, Gong S (2015) Free-hand sketch recognition by multi-kernel feature learning. Comput Vis Image Underst 137:1\u201311","journal-title":"Comput Vis Image Underst"},{"key":"4368_CR37","volume-title":"Lovell BC","author":"N Liu","year":"2003","unstructured":"Liu N (2003) Lovell BC. Gesture classification using hidden markov models and viterbi path counting. in VIIth Digital Image Computing, Techniques and Applications"},{"key":"4368_CR38","first-page":"92","volume":"1","author":"J M\u00e4ntyj\u00e4rvi","year":"2005","unstructured":"M\u00e4ntyj\u00e4rvi J, Kallio S, Korpip\u00e4\u00e4 P, Kela J, Plomp J (2005) Gesture interaction for small handheld devices to support multimedia applications. Journal of Mobile Multimedia 1:92\u2013111","journal-title":"Journal of Mobile Multimedia"},{"key":"4368_CR39","first-page":"311","volume":"37","author":"S Mitra","year":"2007","unstructured":"Mitra S, Acharya T (2007) \"gesture recognition: a survey,\" Systems, Man, and Cybernetics, Part C: Applications and Reviews. IEEE Transactions 37:311\u2013324","journal-title":"IEEE Transactions"},{"key":"4368_CR40","doi-asserted-by":"crossref","first-page":"168","DOI":"10.1504\/IJAACS.2008.019799","volume":"1","author":"M Pantic","year":"2008","unstructured":"Pantic M, Nijholt A, Pentland A, Huanag TS (2008) Human-Centred intelligent human? Computer interaction (HCI2): how far are we from attaining it? International Journal of Autonomous and Adaptive Communication Systems 1:168\u2013187","journal-title":"International Journal of Autonomous and Adaptive Communication Systems"},{"key":"4368_CR41","first-page":"39","volume":"74","author":"MH Rahman","year":"2013","unstructured":"Rahman MH, Afrin J (2013) Hand gesture recognition using multiclass support vector machine. Int J Comput Appl 74:39","journal-title":"Int J Comput Appl"},{"key":"4368_CR42","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1016\/j.cad.2015.06.006","volume":"69","author":"K Ramani","year":"2015","unstructured":"Ramani K (2015) A gesture-free geometric approach for mid-air expression of design intent in 3D virtual pottery. Comput Aided Des 69:11\u201324","journal-title":"Comput Aided Des"},{"key":"4368_CR43","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s10462-012-9356-9","volume":"43","author":"SS Rautaray","year":"2015","unstructured":"Rautaray SS, Agrawal A (2015) Vision based hand gesture recognition for human computer interaction: a survey. Artif Intell Rev 43:1\u201354","journal-title":"Artif Intell Rev"},{"key":"4368_CR44","doi-asserted-by":"crossref","unstructured":"Rehm M, Bee N, Andr\u00e9 E (2008) Wave like an Egyptian: accelerometer based gesture recognition for culture specific interactions. in Proceedings of the 22nd British HCI Group Annual Conference on People and Computers: Culture, Creativity, Interaction-Volume 1, p 13\u201322","DOI":"10.14236\/ewic\/HCI2008.2"},{"key":"4368_CR45","doi-asserted-by":"crossref","unstructured":"Seddati O, Dupont S, Mahmoudi S (2015) Deepsketch: deep convolutional neural networks for sketch recognition and similarity search. in Content-Based Multimedia Indexing (CBMI), 2015 13th International Workshop on, p 1\u20136","DOI":"10.1109\/CBMI.2015.7153606"},{"key":"4368_CR46","unstructured":"Su M-C, Hsio T-H, Hsieh Y-Z, Lin S-C, Chou C-H (2012) A neural-network-based sketch recognition system. in Intelligent Signal Processing and Communications Systems (ISPACS), 2012 International Symposium on, p 420\u2013423"},{"key":"4368_CR47","first-page":"50","volume":"14","author":"X Tang","year":"2004","unstructured":"Tang X, Wang X (2004) \"face sketch recognition,\" Circuits and Systems for Video Technology. IEEE Transactions 14:50\u201357","journal-title":"IEEE Transactions"},{"key":"4368_CR48","doi-asserted-by":"crossref","unstructured":"Tseng K-Y, Lin Y-L, Chen Y-H, Hsu WH (2012) Sketch-based image retrieval on mobile devices using compact hash bits. in Proceedings of the 20th ACM international conference on Multimedia, p 913\u2013916","DOI":"10.1145\/2393347.2396345"},{"key":"4368_CR49","doi-asserted-by":"crossref","unstructured":"Wiethoff A, Schneider H, Rohs M, Butz A, Greenberg S (2012) Sketch-a-TUI: low cost prototyping of tangible interactions using cardboard and conductive ink. in Proceedings of the Sixth International Conference on Tangible, Embedded and Embodied Interaction, p 309\u2013312","DOI":"10.1145\/2148131.2148196"},{"key":"4368_CR50","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1142\/S0218001401000812","volume":"15","author":"AD Wilson","year":"2001","unstructured":"Wilson AD, Bobick AF (2001) Hidden Markov models for modeling and recognizing gesture under variation. Int J Pattern Recognit Artif Intell 15:123\u2013160","journal-title":"Int J Pattern Recognit Artif Intell"},{"key":"4368_CR51","doi-asserted-by":"crossref","unstructured":"Wobbrock JO, Wilson AD, Li Y (2007) Gestures without libraries, toolkits or training: a $1 recognizer for user interface prototypes. in Proceedings of the 20th annual ACM symposium on User interface software and technology, p 159\u2013168","DOI":"10.1145\/1294211.1294238"},{"key":"4368_CR52","first-page":"210","volume":"31","author":"J Wright","year":"2009","unstructured":"Wright J, Yang AY, Ganesh A, Sastry SS, Ma Y (2009) \"robust face recognition via sparse representation,\" Pattern Analysis and Machine Intelligence. IEEE Transactions 31:210\u2013227","journal-title":"IEEE Transactions"},{"key":"4368_CR53","doi-asserted-by":"crossref","unstructured":"Yang K, Li Z, Ye J (2012) Freely-drawn sketches interpretation using SVMs-chain modeling. Engineering Applications of Artificial Intelligence 25:392\u2013403","DOI":"10.1016\/j.engappai.2011.10.001"},{"key":"4368_CR54","doi-asserted-by":"crossref","unstructured":"Zhang Z, Rao BD (2012) Recovery of block sparse signals using the framework of block sparse Bayesian learning. in Acoustics, Speech and Signal Processing (ICASSP), 2012 I.E. International Conference on, p 3345\u20133348","DOI":"10.1109\/ICASSP.2012.6288632"},{"key":"4368_CR55","doi-asserted-by":"crossref","first-page":"2009","DOI":"10.1109\/TSP.2013.2241055","volume":"61","author":"Z Zhang","year":"2013","unstructured":"Zhang Z, Rao BD (2013) Extension of SBL algorithms for the recovery of block sparse signals with intra-block correlation. IEEE Trans Signal Process 61:2009\u20132015","journal-title":"IEEE Trans Signal Process"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-017-4368-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-017-4368-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-017-4368-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,21]],"date-time":"2023-08-21T22:52:07Z","timestamp":1692658327000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-017-4368-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,1,25]]},"references-count":55,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2018,1]]}},"alternative-id":["4368"],"URL":"https:\/\/doi.org\/10.1007\/s11042-017-4368-8","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"type":"print","value":"1380-7501"},{"type":"electronic","value":"1573-7721"}],"subject":[],"published":{"date-parts":[[2017,1,25]]}}}