{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,26]],"date-time":"2026-08-26T01:16:26Z","timestamp":1787706986547,"version":"build-2784847793"},"publisher-location":"Cham","reference-count":28,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319037301","type":"print"},{"value":"9783319037318","type":"electronic"}],"license":[{"start":{"date-parts":[[2013,1,1]],"date-time":"2013-01-01T00:00:00Z","timestamp":1356998400000},"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":[[2013]]},"DOI":"10.1007\/978-3-319-03731-8_47","type":"book-chapter","created":{"date-parts":[[2013,12,9]],"date-time":"2013-12-09T13:16:08Z","timestamp":1386594968000},"page":"505-516","source":"Crossref","is-referenced-by-count":5,"title":["Spatio-temporal SURF for Human Action Recognition"],"prefix":"10.1007","author":[{"given":"Sameh","family":"Megrhi","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wided","family":"Souid\u00e8ne","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Azeddine","family":"Beghdadi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","reference":[{"key":"47_CR1","unstructured":"Youtube: Statistiques@ONLINE (June 2009)"},{"key":"47_CR2","doi-asserted-by":"publisher","first-page":"494","DOI":"10.1145\/1282280.1282352","volume-title":"Proceedings of the 6th ACM International Conference on Image and Video Retrieval, CIVR","author":"Y.G. Jiang","year":"2007","unstructured":"Jiang, Y.G., Ngo, C.W., Yang, J.: Towards optimal bag-of-features for object categorization and semantic video retrieval. In: Proceedings of the 6th ACM International Conference on Image and Video Retrieval, CIVR, pp. 494\u2013501. ACM, New York (2007)"},{"key":"47_CR3","doi-asserted-by":"crossref","unstructured":"Hu, W., Tan, T., Wang, L., Maybank, S.: A survey on visual surveillance of object motion and behaviors. IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, 334\u2013352","DOI":"10.1109\/TSMCC.2004.829274"},{"key":"47_CR4","unstructured":"Willamowski, J., Arregui, D., Csurka, G., Dance, C.R., Fan, L.: Categorizing nine visual classes using local appearance descriptors. Illumination\u00a021 (2004)"},{"key":"47_CR5","doi-asserted-by":"crossref","unstructured":"Viola, P., Jones, M.: Rapid object detection using a boosted cascade of simple features. In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition,CVPR, p\u2013511. IEEE (2001)","DOI":"10.1109\/CVPR.2001.990517"},{"key":"47_CR6","unstructured":"Maron, O., Lozano-P\u00e9rez, T.: A framework for multiple-instance learning. In: Advances in Neural Information Processing Systems, pp. 570\u2013576 (1998)"},{"key":"47_CR7","doi-asserted-by":"crossref","unstructured":"Kim, T.K., Wong, S.F., Cipolla, R.: Tensor canonical correlation analysis for action classification. In: IEEE Conference on Computer Vision and Pattern Recognition, CVPR, pp. 1\u20138. IEEE (2007)","DOI":"10.1109\/CVPR.2007.383137"},{"key":"47_CR8","doi-asserted-by":"crossref","unstructured":"Lin, Z., Jiang, Z., Davis, L.S.: Recognizing actions by shape-motion prototype trees. In: IEEE 12th International Conference on Computer Vision, pp. 444\u2013451. IEEE (2009)","DOI":"10.1109\/ICCV.2009.5459184"},{"issue":"1-2","key":"47_CR9","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1007\/s11263-005-3848-x","volume":"65","author":"K. Mikolajczyk","year":"2005","unstructured":"Mikolajczyk, K., Tuytelaars, T., Schmid, C., Zisserman, A., Matas, J., Schaffalitzky, F., Kadir, T., Van Gool, L.: A comparison of affine region detectors. International Journal of Computer Vision\u00a065(1-2), 43\u201372 (2005)","journal-title":"International Journal of Computer Vision"},{"key":"47_CR10","doi-asserted-by":"crossref","unstructured":"Wang, H., Ullah, M.M., Klaser, A., Laptev, I., Schmid, C.: et\u00a0al.: Evaluation of local spatio-temporal features for action recognition. In: BMVC British Machine Vision Conference (2009)","DOI":"10.5244\/C.23.124"},{"key":"47_CR11","doi-asserted-by":"crossref","unstructured":"Sameh, M., Wided, S., Beghdadi, A., Amar, C.B.: Video indexing using salient region based spatio-temporal segmentation approach. In: International Conference on Multimedia Computing and Systems, pp. 170\u2013173. IEEE (2012)","DOI":"10.1109\/ICMCS.2012.6320204"},{"key":"47_CR12","doi-asserted-by":"crossref","unstructured":"Megrhi, S., Souidene, W., Beghdadi, A.: Spatio-temporal salient feature extraction for perceptual content based video retrieval. In: The Colour and Visual Computing Symposium 2013. IEEE (2012)","DOI":"10.1109\/CVCS.2013.6626272"},{"key":"47_CR13","doi-asserted-by":"crossref","unstructured":"Doll\u00e1r, P., Rabaud, V., Cottrell, G., Belongie, S.: Behavior recognition via sparse spatio-temporal features. In: IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance, pp. 65\u201372. IEEE (2005)","DOI":"10.1109\/VSPETS.2005.1570899"},{"key":"47_CR14","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1007\/11676959_8","volume-title":"Spatial Coherence for Visual Motion Analysis","author":"I. Laptev","year":"2006","unstructured":"Laptev, I., Lindeberg, T.: Local descriptors for spatio-temporal recognition. In: MacLean, W.J. (ed.) SCVMA 2004. LNCS, vol.\u00a03667, pp. 91\u2013103. Springer, Heidelberg (2006)"},{"key":"47_CR15","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"404","DOI":"10.1007\/11744023_32","volume-title":"Computer Vision \u2013 ECCV 2006","author":"H. Bay","year":"2006","unstructured":"Bay, H., Tuytelaars, T., Van Gool, L.: SURF: Speeded up robust features. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006, Part I. LNCS, vol.\u00a03951, pp. 404\u2013417. Springer, Heidelberg (2006)"},{"key":"47_CR16","doi-asserted-by":"crossref","unstructured":"Schuldt, C., Laptev, I., Caputo, B.: Recognizing human actions: a local svm approach. In: Proceedings of the 17th International Conference on Pattern Recognition, ICPR, pp. 32\u201336. IEEE (2004)","DOI":"10.1109\/ICPR.2004.1334462"},{"key":"47_CR17","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: IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2008, pp. 1\u20138. IEEE (2008)","DOI":"10.1109\/CVPR.2008.4587727"},{"key":"47_CR18","unstructured":"Csurka, G., Dance, C., Fan, L., Willamowski, J., Bray, C.: Visual categorization with bags of keypoints. In: Workshop on Statistical Learning in Computer Vision, ECCV, p.\u00a022 (2004)"},{"key":"47_CR19","unstructured":"Brand\u00e3o Lopes, A.P., Alves do Valle Jr., E., Marques de Almeida, J., Albuquerque de Ara\u00fajo, A.: Action recognition in videos: from motion capture labs to the web. arXiv preprint arXiv:1006.3506 (2010)"},{"key":"47_CR20","doi-asserted-by":"crossref","unstructured":"Niebles, J.C., Wang, H., Fei-Fei, L.: Unsupervised learning of human action categories using spatial-temporal words. International Journal of Computer Vision\u00a0(3), 299\u2013318 (2008)","DOI":"10.1007\/s11263-007-0122-4"},{"key":"47_CR21","volume-title":"Feature extraction of human body composition in images by segmentation method","author":"M. Mojarrad","year":"2008","unstructured":"Mojarrad, M., Dezfouli, M.A., Rahmani, A.M.: Feature extraction of human body composition in images by segmentation method. World Academy of Science, Engineering and Technology (2008)"},{"key":"47_CR22","doi-asserted-by":"crossref","unstructured":"Fathi, A., Mori, G.: Action recognition by learning mid-level motion features. In: IEEE Conference on Computer Vision and Pattern Recognition, CVPR, pp. 1\u20138. IEEE (2008)","DOI":"10.1109\/CVPR.2008.4587735"},{"key":"47_CR23","doi-asserted-by":"crossref","unstructured":"Sun, D., Roth, S., Black, M.J.: Secrets of optical flow estimation and their principles. In: IEEE Conference onComputer Vision and Pattern Recognition, CVPR, pp. 2432\u20132439. IEEE (2010)","DOI":"10.1109\/CVPR.2010.5539939"},{"key":"47_CR24","unstructured":"Beaudet, P.R.: Rotationally invariant image operators. In: Proceedings of the International Joint Conference on Pattern Recognition, pp. 579\u2013583 (1978)"},{"key":"47_CR25","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1007\/978-3-642-35749-7_12","volume-title":"Trends and Topics in Computer Vision","author":"A. Noguchi","year":"2012","unstructured":"Noguchi, A., Yanai, K.: A surf-based spatio-temporal feature for feature-fusion-based action recognition. In: Kutulakos, K.N. (ed.) ECCV 2010 Workshops, Part I. LNCS, vol.\u00a06553, pp. 153\u2013167. Springer, Heidelberg (2012)"},{"key":"47_CR26","doi-asserted-by":"publisher","first-page":"383","DOI":"10.1016\/S0262-8856(03)00014-3","volume":"21","author":"A. Beghdadi","year":"2003","unstructured":"Beghdadi, A., Mesbah, M., Monteil, J.: A fast incremental approach for accurate measurement of the displacement field. Elsevier Image and Vision Computing\u00a021, 383\u2013399 (2003)","journal-title":"Elsevier Image and Vision Computing"},{"key":"47_CR27","doi-asserted-by":"crossref","unstructured":"Dementhon, D., Doermann, D.: Video retrieval of near-duplicates using \u03ba-nearest neighbor retrieval of spatio-temporal descriptors. Multimedia Tools and Applications\u00a0(3), 229\u2013253 (2006)","DOI":"10.1007\/s11042-006-0029-z"},{"key":"47_CR28","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"650","DOI":"10.1007\/978-3-540-88688-4_48","volume-title":"Computer Vision \u2013 ECCV 2008","author":"G. Willems","year":"2008","unstructured":"Willems, G., Tuytelaars, T., Van Gool, L.: An efficient dense and scale-invariant spatio-temporal interest point detector. In: Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part II. LNCS, vol.\u00a05303, pp. 650\u2013663. Springer, Heidelberg (2008)"}],"container-title":["Lecture Notes in Computer Science","Advances in Multimedia Information Processing \u2013 PCM 2013"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-03731-8_47","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T03:32:25Z","timestamp":1746070345000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-03731-8_47"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783319037301","9783319037318"],"references-count":28,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-03731-8_47","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013]]}}}