{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T19:53:09Z","timestamp":1743018789732,"version":"3.40.3"},"publisher-location":"Cham","reference-count":39,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319161983"},{"type":"electronic","value":"9783319161990"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-16199-0_4","type":"book-chapter","created":{"date-parts":[[2015,3,19]],"date-time":"2015-03-19T09:28:47Z","timestamp":1426757327000},"page":"47-62","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Nonlinear Cross-View Sample Enrichment for Action Recognition"],"prefix":"10.1007","author":[{"given":"Ling","family":"Wang","sequence":"first","affiliation":[]},{"given":"Hichem","family":"Sahbi","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,3,20]]},"reference":[{"issue":"6","key":"4_CR1","doi-asserted-by":"publisher","first-page":"587","DOI":"10.1016\/j.cviu.2013.01.006","volume":"117","author":"N Ashraf","year":"2013","unstructured":"Ashraf, N., Shen, Y., Cao, X., Foroosh, H.: View invariant action recognition using weighted fundamental ratios. Computer Vision and Image Understanding 117(6), 587\u2013602 (2013)","journal-title":"Computer Vision and Image Understanding"},{"key":"4_CR2","doi-asserted-by":"crossref","unstructured":"Boughorbel, S., Tarel, J.P., Boujemaa, N.: Generalized histogram intersection kernel for image recognition. In: ICIP (2005)","DOI":"10.1109\/ICIP.2005.1530353"},{"key":"4_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"154","DOI":"10.1007\/978-3-540-88682-2_13","volume-title":"Computer Vision \u2013 ECCV 2008","author":"A Farhadi","year":"2008","unstructured":"Farhadi, A., Tabrizi, M.K.: Learning to Recognize Activities from the Wrong View Point. In: Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part I. LNCS, vol. 5302, pp. 154\u2013166. Springer, Heidelberg (2008)"},{"key":"4_CR4","doi-asserted-by":"crossref","unstructured":"Gaidon, A., Harchaoui, Z., Schmid, C.: A time series kernel for action recognition. In: BMVC (2011)","DOI":"10.5244\/C.25.63"},{"issue":"3","key":"4_CR5","doi-asserted-by":"publisher","first-page":"219","DOI":"10.1007\/s11263-013-0677-1","volume":"107","author":"A Gaidon","year":"2013","unstructured":"Gaidon, A., Harchaoui, Z., Schmid, C.: Activity representation with motion hierarchies. Int. J. Comput. Vision 107(3), 219\u2013238 (2013)","journal-title":"Int. J. Comput. Vision"},{"key":"4_CR6","volume-title":"Matrix Computations","author":"GH Golub","year":"1996","unstructured":"Golub, G.H., Van Loan, C.F.: Matrix Computations, 3rd edn. Johns Hopkins University Press, Baltimore, MD, USA (1996)","edition":"3"},{"issue":"12","key":"4_CR7","doi-asserted-by":"publisher","first-page":"2247","DOI":"10.1109\/TPAMI.2007.70711","volume":"29","author":"L Gorelick","year":"2007","unstructured":"Gorelick, L., Blank, M., Shechtman, E., Irani, M., Basri, R.: Actions as Space-Time Shapes. IEEE Trans. Pattern Anal. Mach. Intell. 29(12), 2247\u20132253 (2007)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"4_CR8","doi-asserted-by":"crossref","unstructured":"Gupta, A., Martinez, J., Little, J.J., Woodham, R.J.: 3D Pose from Motion for Cross-view Action Recognition via Non-linear Circulant Temporal Encoding. In: CVPR (2014)","DOI":"10.1109\/CVPR.2014.333"},{"issue":"12","key":"4_CR9","doi-asserted-by":"publisher","first-page":"2639","DOI":"10.1162\/0899766042321814","volume":"16","author":"DR Hardoon","year":"2004","unstructured":"Hardoon, D.R., Szedmak, S.R., Shawe-taylor, J.R.: Canonical Correlation Analysis: An Overview with Application to Learning Methods. Neural Comput. 16(12), 2639\u20132664 (2004)","journal-title":"Neural Comput."},{"key":"4_CR10","doi-asserted-by":"crossref","unstructured":"Hassner, T.: A Critical Review of Action Recognition Benchmarks. In: 1st IEEE International Workshop on Action Similarity in Unconstrained Videos (ACTS) at the IEEE Conf. on Computer Vision and Pattern Recognition (CVPR) (2013)","DOI":"10.1109\/CVPRW.2013.43"},{"key":"4_CR11","doi-asserted-by":"crossref","unstructured":"Holte, M.B., Tran, C., Trivedi, M.M., Moeslund, T.B.: Human Action Recognition Using Multiple Views: A Comparative Perspective on Recent Developments. In: Proceedings of the 2011 Joint ACM Workshop on Human Gesture and Behavior Understanding (2011)","DOI":"10.1145\/2072572.2072588"},{"issue":"3\/4","key":"4_CR12","doi-asserted-by":"publisher","first-page":"321","DOI":"10.2307\/2333955","volume":"28","author":"H Hotelling","year":"1936","unstructured":"Hotelling, H.: Relations Between Two Sets of Variates. Biometrika 28(3\/4), 321\u2013377 (1936)","journal-title":"Biometrika"},{"key":"4_CR13","doi-asserted-by":"crossref","unstructured":"Huang, C.H., Yeh, Y.R., Wang, Y.C.F.: Recognizing Actions across Cameras by Exploring the Correlated Subspace. In: ECCV Workshops (1) (2012)","DOI":"10.1007\/978-3-642-33863-2_34"},{"issue":"3","key":"4_CR14","doi-asserted-by":"publisher","first-page":"533","DOI":"10.1109\/TPAMI.2011.147","volume":"34","author":"Z Jiang","year":"2012","unstructured":"Jiang, Z., Lin, Z., Davis, L.: Recognizing Human Actions by Learning and Matching Shape-Motion Prototype Trees. IEEE Trans. Pattern Anal. Mach. Intell. 34(3), 533\u2013547 (2012)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"4_CR15","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"293","DOI":"10.1007\/978-3-540-88688-4_22","volume-title":"Computer Vision \u2013 ECCV 2008","author":"IN Junejo","year":"2008","unstructured":"Junejo, I.N., Dexter, E., Laptev, I., P\u00e9rez, P.: Cross-View Action Recognition from Temporal Self-similarities. In: Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part II. LNCS, vol. 5303, pp. 293\u2013306. Springer, Heidelberg (2008)"},{"issue":"3","key":"4_CR16","doi-asserted-by":"publisher","first-page":"615","DOI":"10.1109\/TPAMI.2011.209","volume":"34","author":"O Kliper-Gross","year":"2012","unstructured":"Kliper-Gross, O., Hassner, T., Wolf, L.: The Action Similarity Labeling Challenge. IEEE Trans. Pattern Anal. Mach. Intell. 34(3), 615\u2013621 (2012)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"4_CR17","doi-asserted-by":"crossref","unstructured":"Kuehne, H., Jhuang, H., Garrote, E., Poggio, T., Serre, T.: HMDB: A Large Video Database for Human Motion Recognition. In: ICCV (2011)","DOI":"10.1109\/ICCV.2011.6126543"},{"key":"4_CR18","unstructured":"Lan, T., Wang, Y., Mori, G.: Discriminative Figure-Centric Models for Joint Action Localization and Recognition. In: ICCV (2011)"},{"key":"4_CR19","doi-asserted-by":"crossref","unstructured":"Laptev, I., Marsza\u0142ek, M., Schmid, C., Rozenfeld, B.: Learning Realistic Human Actions from Movies. In: CVPR (2008)","DOI":"10.1109\/CVPR.2008.4587756"},{"key":"4_CR20","doi-asserted-by":"crossref","unstructured":"Le, Q.V., Zou, W.Y., Yeung, S.Y., Ng, A.Y.: Learning hierarchical invariant spatio-temporal features for action recognition with independent subspace analysis. In: CVPR (2011)","DOI":"10.1109\/CVPR.2011.5995496"},{"key":"4_CR21","unstructured":"Li, R., Zickler, T.: Discriminative virtual views for cross-view action recognition. In: CVPR (2012)"},{"key":"4_CR22","doi-asserted-by":"crossref","unstructured":"Liang, X., Lin, L., Cao, L.: Learning Latent Spatio-temporal Compositional Model for Human Action Recognition. In: Proceedings of the 21st ACM International Conference on Multimedia (2013)","DOI":"10.1145\/2502081.2502089"},{"key":"4_CR23","doi-asserted-by":"crossref","unstructured":"Liu, J., Shah, M., Kuipers, B., Savarese, S.: Cross-view action recognition via view knowledge transfer. In: CVPR (2011)","DOI":"10.1109\/CVPR.2011.5995729"},{"issue":"3","key":"4_CR24","doi-asserted-by":"publisher","first-page":"407","DOI":"10.1109\/TVCG.2009.88","volume":"16","author":"Y Liu","year":"2010","unstructured":"Liu, Y., Dai, Q., Xu, W.: A Point-Cloud-Based Multiview Stereo Algorithm for Free-Viewpoint Video. IEEE Trans. Vis. Comput. Graph. 16(3), 407\u2013418 (2010)","journal-title":"IEEE Trans. Vis. Comput. Graph."},{"issue":"2","key":"4_CR25","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1023\/B:VISI.0000029664.99615.94","volume":"60","author":"DG Lowe","year":"2004","unstructured":"Lowe, D.G.: Distinctive Image Features from Scale-Invariant Keypoints. Int. J. Comput. Vision 60(2), 91\u2013110 (2004)","journal-title":"Int. J. Comput. Vision"},{"key":"4_CR26","doi-asserted-by":"crossref","unstructured":"Pan, Sinno Jialin and Yang, Qiang: A Survey on Transfer Learning. IEEE Trans. on Knowl. and Data Eng. 22(10), 1345\u20131359 (2010)","DOI":"10.1109\/TKDE.2009.191"},{"key":"4_CR27","doi-asserted-by":"crossref","unstructured":"Rodriguez, M.D., Ahmed, J., Shah, M.: Action MACH: A Spatio-temporal Maximum Average Correlation Height Filter for Action Recognition. In: CVPR (2008)","DOI":"10.1109\/CVPR.2008.4587727"},{"key":"4_CR28","doi-asserted-by":"crossref","unstructured":"Sadanand, S., Corso, J.J.: Action Bank: A High-Level Representation of Activity in Video. In: CVPR (2012)","DOI":"10.1109\/CVPR.2012.6247806"},{"key":"4_CR29","doi-asserted-by":"crossref","unstructured":"Schlkopf, B., Smola, A.J., M\u00fcller, K.R.: Kernel principal component analysis. Advances in Kernel Methods: Support Vector Learning, pp. 327\u2013352 (1999)","DOI":"10.7551\/mitpress\/1130.003.0026"},{"key":"4_CR30","unstructured":"Soomro, K., Roshan Zamir, A., Shah, M.: UCF101: A dataset of 101 human actions classes from videos in the wild. In: CRCV-TR-12-01 (2012)"},{"issue":"1","key":"4_CR31","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1007\/s11263-012-0594-8","volume":"103","author":"H Wang","year":"2013","unstructured":"Wang, H., Kl\u00e4ser, A., Schmid, C., Liu, C.L.: Dense Trajectories and Motion Boundary Descriptors for Action Recognition. Int. J. Comput. Vision 103(1), 60\u201379 (2013)","journal-title":"Int. J. Comput. Vision"},{"key":"4_CR32","doi-asserted-by":"crossref","unstructured":"Wang, J., Nie, X., Xia, Y., Wu, Y., Zhu, S.C.: Cross-view Action Modeling, Learning and Recognition. In: CVPR (2014)","DOI":"10.1109\/CVPR.2014.339"},{"key":"4_CR33","doi-asserted-by":"crossref","unstructured":"Wang, L., Sahbi, H.: Directed Acyclic Graph Kernels for Action Recognition. In: ICCV (2013)","DOI":"10.1109\/ICCV.2013.393"},{"key":"4_CR34","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"635","DOI":"10.1007\/978-3-642-15558-1_46","volume-title":"Computer Vision \u2013 ECCV 2010","author":"D Weinland","year":"2010","unstructured":"Weinland, D., \u00d6zuysal, M., Fua, P.: Making Action Recognition Robust to Occlusions and Viewpoint Changes. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part III. LNCS, vol. 6313, pp. 635\u2013648. Springer, Heidelberg (2010)"},{"issue":"2","key":"4_CR35","doi-asserted-by":"publisher","first-page":"249","DOI":"10.1016\/j.cviu.2006.07.013","volume":"104","author":"D Weinland","year":"2006","unstructured":"Weinland, D., Ronfard, R., Boyer, E.: Free viewpoint action recognition using motion history volumes. Computer Vision and Image Understanding 104(2), 249\u2013257 (2006)","journal-title":"Computer Vision and Image Understanding"},{"key":"4_CR36","doi-asserted-by":"crossref","unstructured":"Wu, X., Wang, H., Liu, C., Jia, Y.: Cross-view Action Recognition over Heterogeneous Feature Spaces. In: ICCV (2013)","DOI":"10.1109\/ICCV.2013.81"},{"issue":"7","key":"4_CR37","doi-asserted-by":"publisher","first-page":"1635","DOI":"10.1109\/TPAMI.2012.253","volume":"35","author":"Y Yang","year":"2013","unstructured":"Yang, Y., Saleemi, I., Shah, M.: Discovering Motion Primitives for Unsupervised Grouping and One-Shot Learning of Human Actions, Gestures, and Expressions. IEEE Trans. Pattern Anal. Mach. Intell. 35(7), 1635\u20131648 (2013)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"4_CR38","doi-asserted-by":"crossref","unstructured":"Zhang, Z., Wang, C., Xiao, B., Zhou, W., Liu, S., Shi, C.: Cross-View Action Recognition via a Continuous Virtual Path. In: CVPR (2013)","DOI":"10.1109\/CVPR.2013.347"},{"key":"4_CR39","doi-asserted-by":"crossref","unstructured":"Zheng, J., Jiang, Z., Phillips, P.J., Chellappa, R.: Cross-View Action Recognition via a Transferable Dictionary Pair. In: BMVC (2012)","DOI":"10.5244\/C.26.125"}],"container-title":["Lecture Notes in Computer Science","Computer Vision - ECCV 2014 Workshops"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-16199-0_4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,8]],"date-time":"2023-08-08T21:58:28Z","timestamp":1691531908000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-16199-0_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319161983","9783319161990"],"references-count":39,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-16199-0_4","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"20 March 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}