{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,9]],"date-time":"2026-07-09T15:22:42Z","timestamp":1783610562480,"version":"3.55.0"},"reference-count":66,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T00:00:00Z","timestamp":1654041600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T00:00:00Z","timestamp":1654041600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T00:00:00Z","timestamp":1654041600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2020YFB1807805"],"award-info":[{"award-number":["2020YFB1807805"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62071067"],"award-info":[{"award-number":["62071067"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62001054"],"award-info":[{"award-number":["62001054"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61771068"],"award-info":[{"award-number":["61771068"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Ministry of Education and China Mobile Joint Fund","award":["MCM20200202"],"award-info":[{"award-number":["MCM20200202"]}]},{"name":"Ministry of Education and China Mobile Joint Fund","award":["MCM20180101"],"award-info":[{"award-number":["MCM20180101"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2022,6]]},"DOI":"10.1109\/tnnls.2021.3083152","type":"journal-article","created":{"date-parts":[[2021,6,4]],"date-time":"2021-06-04T19:45:26Z","timestamp":1622835926000},"page":"2301-2312","source":"Crossref","is-referenced-by-count":177,"title":["Robust Unsupervised Video Anomaly Detection by Multipath Frame Prediction"],"prefix":"10.1109","volume":"33","author":[{"given":"Xuanzhao","family":"Wang","sequence":"first","affiliation":[{"name":"Didi Chuxing, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6818-1125","authenticated-orcid":false,"given":"Zhengping","family":"Che","sequence":"additional","affiliation":[{"name":"Didi Chuxing, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4175-6029","authenticated-orcid":false,"given":"Bo","family":"Jiang","sequence":"additional","affiliation":[{"name":"Didi Chuxing, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ning","family":"Xiao","sequence":"additional","affiliation":[{"name":"Didi Chuxing, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ke","family":"Yang","sequence":"additional","affiliation":[{"name":"Didi Chuxing, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4418-0114","authenticated-orcid":false,"given":"Jian","family":"Tang","sequence":"additional","affiliation":[{"name":"Midea Group, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8662-5818","authenticated-orcid":false,"given":"Jieping","family":"Ye","sequence":"additional","affiliation":[{"name":"Beike AI Tech, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2182-2228","authenticated-orcid":false,"given":"Jingyu","family":"Wang","sequence":"additional","affiliation":[{"name":"Beijing University of Post and Telecommunication, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0829-4624","authenticated-orcid":false,"given":"Qi","family":"Qi","sequence":"additional","affiliation":[{"name":"Beijing University of Post and Telecommunication, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2012.2215319"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00678"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/MILCOM.2006.302306"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2012.2234722"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-015-2637-y"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6247917"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.338"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.5244\/c.29.8"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.86"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46454-1_21"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.45"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00684"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00803"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206569"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5539882"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5539872"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995524"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995434"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00133"},{"key":"ref20","article-title":"Adversarial autoencoders for anomalous event detection in images","author":"Dimokranitou","year":"2017"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3350899"},{"key":"ref22","first-page":"1","article-title":"Delving deeper into convolutional networks for learning video representations","volume-title":"Proc. 4th Int. Conf. Learn. Represent. (ICLR)","author":"Ballas"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00813"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206641"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.111"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459342"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206771"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1142\/S0218001415550113"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298909"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2944377"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2015.11.018"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00356"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01227"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2019.00212"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/WACV45572.2020.9093417"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01055"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3123266.3123451"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00179"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-59081-3_23"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICME.2017.8019325"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2933554"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3240508.3240615"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2017.8296547"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2979869"},{"key":"ref45","first-page":"802","article-title":"Convolutional LSTM network: A machine learning approach for precipitation nowcasting","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Xingjian"},{"key":"ref46","first-page":"1","article-title":"Deep multi-scale video prediction beyond mean square error","volume-title":"Proc. 4th Int. Conf. Learn. Represent. (ICLR)","author":"Mathieu"},{"key":"ref47","first-page":"1","article-title":"Eidetic 3D LSTM: A model for video prediction and beyond","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Wang"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/3126686.3126737"},{"key":"ref49","article-title":"Transformation-based models of video sequences","author":"van Amersfoort","year":"2017","journal-title":"arXiv:1701.08435"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.151"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.23915\/distill.00003"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46475-6_43"},{"key":"ref54","first-page":"658","article-title":"Generating images with perceptual similarity metrics based on deep networks","volume-title":"Proc. NIPS","author":"Dosovitskiy"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00603"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.167"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00183"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref59","first-page":"1","article-title":"Decoupled weight decay regularization","volume-title":"Proc. 7th Int. Conf. Learn. Represent. (ICLR)","author":"Loshchilov"},{"key":"ref60","volume-title":"TorchVision: Datasets, Transforms and Models Specific to Computer Vision","year":"2017"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.315"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.391"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00057"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00136"},{"key":"ref65","volume-title":"A Implementation of Obejct-Centric VAD Using Tensorflow","author":"Feng","year":"2019"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.74"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5962385\/9786556\/09446996.pdf?arnumber=9446996","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,9]],"date-time":"2024-01-09T23:54:25Z","timestamp":1704844465000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9446996\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6]]},"references-count":66,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2021.3083152","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"value":"2162-237X","type":"print"},{"value":"2162-2388","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,6]]}}}