{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T14:51:46Z","timestamp":1761663106352,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":25,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642337086"},{"type":"electronic","value":"9783642337093"}],"license":[{"start":{"date-parts":[[2012,1,1]],"date-time":"2012-01-01T00:00:00Z","timestamp":1325376000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-33709-3_62","type":"book-chapter","created":{"date-parts":[[2012,9,26]],"date-time":"2012-09-26T04:05:20Z","timestamp":1348632320000},"page":"872-885","source":"Crossref","is-referenced-by-count":237,"title":["Robust 3D Action Recognition with Random Occupancy Patterns"],"prefix":"10.1007","author":[{"given":"Jiang","family":"Wang","sequence":"first","affiliation":[]},{"given":"Zicheng","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Jan","family":"Chorowski","sequence":"additional","affiliation":[]},{"given":"Zhuoyuan","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Ying","family":"Wu","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"62_CR1","doi-asserted-by":"crossref","unstructured":"Shotton, J., Fitzgibbon, A., Cook, M., Sharp, T., Finocchio, M., Moore, R., Kipman, A., Blake, A.: Real-time human pose recognition in parts from single depth images. In: CVPR (2011)","DOI":"10.1109\/CVPR.2011.5995316"},{"key":"62_CR2","doi-asserted-by":"crossref","unstructured":"Hadfield, S., Bowden, R.: Kinecting the dots: Particle Based Scene Flow From Depth Sensors. In: ICCV (2011)","DOI":"10.1109\/ICCV.2011.6126509"},{"key":"62_CR3","doi-asserted-by":"crossref","unstructured":"Baak, A., Meinard, M., Bharaj, G., Seidel, H.P., Theobalt, C., Informatik, M.P.I.: A Data-Driven Approach for Real-Time Full Body Pose Reconstruction from a Depth Camera. In: ICCV (2011)","DOI":"10.1109\/ICCV.2011.6126356"},{"key":"62_CR4","doi-asserted-by":"crossref","unstructured":"Girshick, R., Shotton, J., Kohli, P., Criminisi, A., Fitzgibbon, A.: Efficient Regression of General-Activity Human Poses from Depth Images. In: ICCV (2011)","DOI":"10.1109\/ICCV.2011.6126270"},{"key":"62_CR5","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1023\/B:VISI.0000013087.49260.fb","volume":"57","author":"P. Viola","year":"2004","unstructured":"Viola, P., Jones, M.J.: Robust Real-Time Face Detection. International Journal of Computer Vision\u00a057, 137\u2013154 (2004)","journal-title":"International Journal of Computer Vision"},{"key":"62_CR6","doi-asserted-by":"crossref","unstructured":"Freund, Y., Schapire, R.: A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting. In: Computational Learning Theory, vol.\u00a055, pp. 23\u201337. Springer (1995)","DOI":"10.1007\/3-540-59119-2_166"},{"key":"62_CR7","doi-asserted-by":"crossref","unstructured":"Weinland, D., Boyer, E., Ronfard, R.: Action Recognition from Arbitrary Views using 3D Exemplars. In: ICCV, pp. 1\u20137 (2007)","DOI":"10.1109\/ICCV.2007.4408849"},{"key":"62_CR8","doi-asserted-by":"publisher","first-page":"1545","DOI":"10.1162\/neco.1997.9.7.1545","volume":"9","author":"Y. Amit","year":"1997","unstructured":"Amit, Y., Geman, D.: Shape quantization and recognition with randomized trees. Neural Computation\u00a09, 1545\u20131588 (1997)","journal-title":"Neural Computation"},{"key":"62_CR9","doi-asserted-by":"crossref","unstructured":"Yao, B., Khosla, A., Fei-Fei, L.: Combining randomization and discrimination for fine-grained image categorization. In: CVPR (2011)","DOI":"10.1109\/CVPR.2011.5995368"},{"key":"62_CR10","unstructured":"Rahimi, A., Recht, B.: Weighted sums of random kitchen sinks: Replacing minimization with randomization in learning. In: NIPS, vol.\u00a0885. Citeseer (2008)"},{"key":"62_CR11","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1007\/s13042-011-0019-y","volume":"2","author":"G.B. Huang","year":"2011","unstructured":"Huang, G.B., Wang, D.H., Lan, Y.: Extreme learning machines: a survey. International Journal of Machine Learning and Cybernetics\u00a02, 107\u2013122 (2011)","journal-title":"International Journal of Machine Learning and Cybernetics"},{"key":"62_CR12","doi-asserted-by":"crossref","unstructured":"Li, W., Zhang, Z., Liu, Z.: Action recognition based on a bag of 3d points. In: Human Communicative Behavior Analysis Workshop (in conjunction with CVPR) (2010)","DOI":"10.1109\/CVPRW.2010.5543273"},{"key":"62_CR13","unstructured":"Wang, J., Liu, Z., Wu, Y., Yuan, J.: Mining Actionlet Ensemble for Action Recognition with Depth Cameras. In: CVPR (2012)"},{"key":"62_CR14","doi-asserted-by":"crossref","unstructured":"Vieira, A.W., Nascimento, E.R., Oliveira, G.L., Liu, Z., Campos, M.M.: STOP: Space-Time Occupancy Patterns for 3D Action Recognition from Depth Map Sequences. In: 17th Iberoamerican Congress on Pattern Recognition, Buenos Aires (2012)","DOI":"10.1007\/978-3-642-33275-3_31"},{"key":"62_CR15","doi-asserted-by":"crossref","unstructured":"Yang, X., Tian, Y.: EigenJoints-based Action Recognition Using Na\u00efve-Bayes-Nearest-Neighbor. In: CVPR 2012 HAU3D Workshop (2012)","DOI":"10.1109\/CVPRW.2012.6239232"},{"key":"62_CR16","doi-asserted-by":"crossref","unstructured":"Yang, X., Zhang, C., Tian, Y.: Recognizing Actions Using Depth Motion Maps-based Histograms of Oriented Gradients. In: ACM Multimedia (2012)","DOI":"10.1145\/2393347.2396382"},{"key":"62_CR17","doi-asserted-by":"publisher","first-page":"197","DOI":"10.1016\/j.patrec.2010.10.007","volume":"32","author":"E. Tapia","year":"2011","unstructured":"Tapia, E.: A note on the computation of high-dimensional integral images. Pattern Recognition Letters\u00a032, 197\u2013201 (2011)","journal-title":"Pattern Recognition Letters"},{"key":"62_CR18","unstructured":"Wang, L., Chan, K.L.: Learning Kernel Parameters bu using Class Separability Measure. In: NIPS (2002)"},{"key":"62_CR19","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1111\/j.1467-9868.2005.00503.x","volume":"67","author":"H. Zou","year":"2005","unstructured":"Zou, H., Hastie, T.: Regularization and variable selection via the elastic net. Journal of the Royal Statistical Society\u00a067, 301\u2013320 (2005)","journal-title":"Journal of the Royal Statistical Society"},{"key":"62_CR20","unstructured":"Julien Mairal (SPArse Modeling Software), \n                    \n                      http:\/\/www.di.ens.fr\/willow\/SPAMS\/"},{"key":"62_CR21","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1007\/s11263-005-1838-7","volume":"64","author":"I. Laptev","year":"2005","unstructured":"Laptev, I.: On Space-Time Interest Points. IJCV\u00a064, 107\u2013123 (2005)","journal-title":"IJCV"},{"key":"62_CR22","unstructured":"Ji, S., Xu, W., Yang, M., Yu, K.: 3D convolutional neural networks for human action recognition. In: ICML. Citeseer (2010)"},{"key":"62_CR23","doi-asserted-by":"publisher","first-page":"525","DOI":"10.1109\/18.661502","volume":"44","author":"P. Bartlett","year":"1998","unstructured":"Bartlett, P.: The sample complexity of pattern classification with neural networks: the size of the weights is more important than the size of the network. IEEE Transactions on Information Theory\u00a044, 525\u2013536 (1998)","journal-title":"IEEE Transactions on Information Theory"},{"key":"62_CR24","unstructured":"Kurakin, A., Zhang, Z., Liu, Z.: A real-time system for dynamic hand gesture recognition with a depth sensor. In: EUSIPCO (2012)"},{"key":"62_CR25","unstructured":"(Basic America Sign Language), \n                    \n                      http:\/\/www.lifeprint.com\/asl101\/pages-layout\/concepts.htm"}],"container-title":["Lecture Notes in Computer Science","Computer Vision \u2013 ECCV 2012"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-33709-3_62","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,12,2]],"date-time":"2019-12-02T09:21:33Z","timestamp":1575278493000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-33709-3_62"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642337086","9783642337093"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-33709-3_62","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}