{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,9]],"date-time":"2026-01-09T18:54:23Z","timestamp":1767984863994,"version":"3.49.0"},"reference-count":26,"publisher":"Springer Science and Business Media LLC","issue":"24","license":[{"start":{"date-parts":[[2014,8,28]],"date-time":"2014-08-28T00:00:00Z","timestamp":1409184000000},"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":["Multimed Tools Appl"],"published-print":{"date-parts":[[2015,12]]},"DOI":"10.1007\/s11042-014-2219-4","type":"journal-article","created":{"date-parts":[[2014,8,26]],"date-time":"2014-08-26T23:56:22Z","timestamp":1409097382000},"page":"11099-11115","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":23,"title":["Anomaly detection in compressed H.264\/AVC video"],"prefix":"10.1007","volume":"74","author":[{"given":"Sovan","family":"Biswas","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"R. Venkatesh","family":"Babu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,8,28]]},"reference":[{"issue":"3","key":"2219_CR1","doi-asserted-by":"crossref","first-page":"555","DOI":"10.1109\/TPAMI.2007.70825","volume":"30","author":"A Adam","year":"2008","unstructured":"Adam A, Rivlin E, Shimshoni I, Reinitz D (2008) Robust real-time unusual event detection using multiple fixed-location monitors. IEEE Trans Pattern Anal and Mach Intell 30(3):555\u2013560","journal-title":"IEEE Trans Pattern Anal and Mach Intell"},{"key":"2219_CR2","doi-asserted-by":"crossref","unstructured":"Benezeth Y, Jodoin PM, Saligrama V, Rosenberger C (2009) Abnormal events detection based on spatio-temporal co-occurences. In: Proceedings of the IEEE conference on Computer vision and pattern recognition, pp 2458\u20132465","DOI":"10.1109\/CVPR.2009.5206686"},{"key":"2219_CR3","doi-asserted-by":"crossref","unstructured":"Biswas S, Babu R V (2013) Real time anomaly detection in H.264 compressed videos. In: National conference on Computer vision, pattern recognition, image processing and graphics. NCVPRIPG, pp 1\u20134","DOI":"10.1109\/NCVPRIPG.2013.6776164"},{"key":"2219_CR4","doi-asserted-by":"crossref","unstructured":"Boiman O, Irani M (2005) Detecting irregularities in images and in video. In: Proceedings of the IEEE international conference on Computer vision, pp 462\u2013469","DOI":"10.1109\/ICCV.2005.70"},{"issue":"5","key":"2219_CR5","doi-asserted-by":"crossref","first-page":"909","DOI":"10.1109\/TPAMI.2007.70738","volume":"30","author":"AB Chan","year":"2008","unstructured":"Chan AB, Vasconcelos N (2008) Modeling, clustering, and segmenting video with mixtures of dynamic textures. IEEE Trans Pattern Anal and Mach Intell 30(5):909\u2013926","journal-title":"IEEE Trans Pattern Anal and Mach Intell"},{"key":"2219_CR6","doi-asserted-by":"crossref","unstructured":"Cong Y, Yuan J, Liu J (2011) Sparse reconstruction cost for abnormal event detection. In: Proceedings of the IEEE conference on Computer vision and pattern recognition, pp 3449\u20133456","DOI":"10.1109\/CVPR.2011.5995434"},{"issue":"9","key":"2219_CR7","doi-asserted-by":"crossref","first-page":"1450","DOI":"10.1109\/TPAMI.2006.176","volume":"28","author":"W Hu","year":"2006","unstructured":"Hu W, Xiao X, Fu Z, Xie D, Tan T, Maybank S (2006) A system for learning statistical motion patterns. IEEE Trans Pattern Anal and Mach Intell 28(9):1450\u20131464","journal-title":"IEEE Trans Pattern Anal and Mach Intell"},{"key":"2219_CR8","doi-asserted-by":"crossref","unstructured":"Itti L, Baldi P (2005) A principled approach to detecting surprising events in video. In: Proceedings of the IEEE conference on Computer vision and pattern recognition, vol 1, pp 631\u2013637","DOI":"10.1109\/CVPR.2005.40"},{"key":"2219_CR9","doi-asserted-by":"crossref","unstructured":"Kim J, Grauman K (2009) Observe locally, infer globally: a space-time MRF for detecting abnormal activities with incremental updates. In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp 2921\u20132928","DOI":"10.1109\/CVPR.2009.5206569"},{"key":"2219_CR10","doi-asserted-by":"crossref","unstructured":"Kratz L, Nishino K (2009) Anomaly detection in extremely crowded scenes using spatio-temporal motion pattern models. In: Proceedings of the IEEE conference on Computer vision and pattern recognition, pp 1446\u20131453","DOI":"10.1109\/CVPR.2009.5206771"},{"key":"2219_CR11","doi-asserted-by":"crossref","unstructured":"Mahadevan V, Li W, Bhalodia V, Vasconcelos N (2010) Anomaly detection in crowded scenes. In: Proceedings of the IEEE conference on Computer vision and pattern recognition, pp 1975\u20131981","DOI":"10.1109\/CVPR.2010.5539872"},{"key":"2219_CR12","doi-asserted-by":"crossref","unstructured":"Mehran R, Oyama A, Shah M (2009) Abnormal crowd behavior detection using social force model. In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp 935\u2013942","DOI":"10.1109\/CVPR.2009.5206641"},{"key":"2219_CR13","unstructured":"Moiron S, Faria S, Assun\u00e7ao P, Silva V, Navarro A (2007) H. 264\/AVC to MPEG-2 video transcoding architecture. In: Proceeding of the conference on Telecommunications, pp 449\u2013452"},{"key":"2219_CR14","unstructured":"Peds dataset. http:\/\/www.svcl.ucsd.edu\/projects\/anomaly\/dataset.html"},{"issue":"11","key":"2219_CR15","doi-asserted-by":"crossref","first-page":"1544","DOI":"10.1109\/TCSVT.2008.2005599","volume":"18","author":"C Piciarelli","year":"2008","unstructured":"Piciarelli C, Micheloni C, Foresti GL (2008) Trajectory-based anomalous event detection. IEEE Trans Circ and Syst for Video Technol 18(11):1544\u20131554","journal-title":"IEEE Trans Circ and Syst for Video Technol"},{"issue":"4","key":"2219_CR16","first-page":"4:1","volume":"2010","author":"MT Pourazad","year":"2010","unstructured":"Pourazad MT, Nasiopoulos P, Ward RK (2010) Generating the depth map from the motion information of H.264-encoded 2D video sequence. J Image and Video Process 2010(4):4:1\u20134:13","journal-title":"J Image and Video Process"},{"key":"2219_CR17","doi-asserted-by":"crossref","unstructured":"Ramakanth SA, Babu RV (2012) Feature match: an efficient low dimensional patchmatch technique. In: Proceedings of the indian conference on computer vision, graphics and image processing, pp 45:1\u201345:7","DOI":"10.1145\/2425333.2425378"},{"key":"2219_CR18","doi-asserted-by":"crossref","unstructured":"Reddy V, Sanderson C, Lovell BC (2011) Improved anomaly detection in crowded scenes via cell-based analysis of foreground speed, size and texture. In: IEEE conference on Computer vision and pattern recognition workshops. CVPRW, pp 55\u201361","DOI":"10.1109\/CVPRW.2011.5981799"},{"issue":"7","key":"2219_CR19","first-page":"1","volume":"6","author":"P Remagnino","year":"2001","unstructured":"Remagnino P, Jones GA (2001) Classifying surveillance events from attributes and behaviour. algorithms 6(7):1\u201312","journal-title":"algorithms"},{"key":"2219_CR20","doi-asserted-by":"crossref","unstructured":"Ryan D, Denman S, Fookes C, Sridharan S (2011) Textures of optical flow for real-time anomaly detection in crowds. In: 8th IEEE international conference on Advanced video and signal-based surveillance. AVSS, pp 230\u2013235","DOI":"10.1109\/AVSS.2011.6027327"},{"key":"2219_CR21","doi-asserted-by":"crossref","unstructured":"Saligrama V, Chen Z (2012) Video anomaly detection based on local statistical aggregates. In: Proceedings of the IEEE conference on Computer vision and pattern recognition, pp 2112\u20132119","DOI":"10.1109\/CVPR.2012.6247917"},{"issue":"8","key":"2219_CR22","doi-asserted-by":"crossref","first-page":"747","DOI":"10.1109\/34.868677","volume":"22","author":"C Stauffer","year":"2000","unstructured":"Stauffer C, Grimson WEL (2000) Learning patterns of activity using real-time tracking. IEEE Trans Pattern Anal and Mach Intell 22(8):747\u2013757","journal-title":"IEEE Trans Pattern Anal and Mach Intell"},{"key":"2219_CR23","doi-asserted-by":"crossref","unstructured":"Sun X, Yao H, Ji R, Liu X, Xu P (2011) Unsupervised fast anomaly detection in crowds. In: Proceedings of the ACM international conference on Multimedia, pp 1469\u20131472","DOI":"10.1145\/2072298.2072042"},{"key":"2219_CR24","unstructured":"UMN dataset. http:\/\/mha.cs.umn.edu\/proj_events.shtml#crowd"},{"issue":"7","key":"2219_CR25","doi-asserted-by":"crossref","first-page":"560","DOI":"10.1109\/TCSVT.2003.815165","volume":"13","author":"T Wiegand","year":"2003","unstructured":"Wiegand T, Sullivan GJ, Bjontegaard G, Luthra A (2003) Overview of the H.264\/AVC video coding standard. IEEE Trans Circ and Syst for Video Technol 13(7):560\u2013576","journal-title":"IEEE Trans Circ and Syst for Video Technol"},{"key":"2219_CR26","doi-asserted-by":"crossref","unstructured":"Wu S, Oreifej O, Shah M (2011) Action recognition in videos acquired by a moving camera using motion decomposition of lagrangian particle trajectories. In: Proceedings of the IEEE international conference on Computer vision, pp 1419\u20131426","DOI":"10.1109\/ICCV.2011.6126397"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-014-2219-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-014-2219-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-014-2219-4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,14]],"date-time":"2019-08-14T06:01:03Z","timestamp":1565762463000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-014-2219-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,8,28]]},"references-count":26,"journal-issue":{"issue":"24","published-print":{"date-parts":[[2015,12]]}},"alternative-id":["2219"],"URL":"https:\/\/doi.org\/10.1007\/s11042-014-2219-4","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"value":"1380-7501","type":"print"},{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,8,28]]}}}