{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,26]],"date-time":"2026-03-26T16:09:40Z","timestamp":1774541380091,"version":"3.50.1"},"reference-count":55,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,5]]},"DOI":"10.1109\/ijcnn.2017.7965890","type":"proceedings-article","created":{"date-parts":[[2017,7,10]],"date-time":"2017-07-10T17:41:30Z","timestamp":1499708490000},"page":"463-469","source":"Crossref","is-referenced-by-count":127,"title":["Human action recognition using transfer learning with deep representations"],"prefix":"10.1109","author":[{"given":"Allah Bux","family":"Sargano","sequence":"first","affiliation":[]},{"given":"Xiaofeng","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Plamen","family":"Angelov","sequence":"additional","affiliation":[]},{"given":"Zulfiqar","family":"Habib","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5539875"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.223"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.510"},{"key":"ref31","article-title":"Convolutional learning of spatio-temporal features","author":"taylor","year":"2010","journal-title":"European Conference on Computer Vision"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.59"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299059"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s10044-014-0404-8"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46562-3_23"},{"key":"ref34","article-title":"Two-stream convolutional networks for action recognition in videos","author":"simonyan","year":"2014","journal-title":"Advances in neural information processing systems"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2013.2291319"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3390\/app6100309"},{"key":"ref29","article-title":"Challenges in Deep Learning","author":"angelov","year":"0","journal-title":"Proc European Symp on Artificial NNs"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2010.10.002"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/1922649.1922653"},{"key":"ref20","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref22","article-title":"An efficient dense and scale-invariant spatio-temporal interest point detector","author":"willems","year":"2008","journal-title":"European Conference on Computer Vision"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.330"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.5244\/C.22.99"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.441"},{"key":"ref25","article-title":"Learning to recognize daily actions using gaze","author":"fathi","year":"2012","journal-title":"European Conference on Computer Vision"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2015.04.039"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/2964284.2967234"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.5244\/C.23.124"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5539881"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995407"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2015.124"},{"key":"ref10","article-title":"Knowledge transfer in learning to recognize visual objects classes","author":"fei-fei","year":"2006","journal-title":"Proceedings of the International Conference on Development and Learning (ICDL)"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2015.7301270"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/1178677.1178722"},{"key":"ref12","author":"chatfield","year":"2014","journal-title":"Return of the devil in the details Delving deep into convolutional nets"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.222"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.81"},{"key":"ref15","author":"nam","year":"2015","journal-title":"Learning multi-domain convolutional neural networks for visual tracking"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.178"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2014.2330900"},{"key":"ref18","article-title":"Visualizing and understanding convolutional networks","author":"zeiler","year":"2014","journal-title":"European Conference on Computer Vision"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2014.131"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3390\/app7010110"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2016.06.007"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"504","DOI":"10.1126\/science.1127647","article-title":"Reducing the dimensionality of data with neural networks","volume":"313","author":"hinton","year":"2006","journal-title":"Science"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2011.12.043"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2006.18.7.1527"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-012-0594-8"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2012.6239179"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CCDC.2016.7531750"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/s12193-016-0229-4"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995496"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2013.01.021"},{"key":"ref42","author":"su","year":"2014","journal-title":"Transfer Learning for Video Recognition with Scarce Training Data for Deep Convolutional Neural Network"},{"key":"ref41","author":"aytar","year":"2014","journal-title":"Transfer Learning for Object Category Detection"},{"key":"ref44","author":"rodriguez","year":"2010","journal-title":"Spatio-temporal maximum average correlation height templates in action recognition and video summarization"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2004.1334462"}],"event":{"name":"2017 International Joint Conference on Neural Networks (IJCNN)","location":"Anchorage, AK, USA","start":{"date-parts":[[2017,5,14]]},"end":{"date-parts":[[2017,5,19]]}},"container-title":["2017 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7958416\/7965814\/07965890.pdf?arnumber=7965890","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,29]],"date-time":"2019-09-29T06:22:23Z","timestamp":1569738143000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7965890\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,5]]},"references-count":55,"URL":"https:\/\/doi.org\/10.1109\/ijcnn.2017.7965890","relation":{},"subject":[],"published":{"date-parts":[[2017,5]]}}}