{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T17:06:02Z","timestamp":1730221562691,"version":"3.28.0"},"reference-count":65,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,12,15]],"date-time":"2021-12-15T00:00:00Z","timestamp":1639526400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,12,15]],"date-time":"2021-12-15T00:00:00Z","timestamp":1639526400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,12,15]],"date-time":"2021-12-15T00:00:00Z","timestamp":1639526400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,12,15]]},"DOI":"10.1109\/fg52635.2021.9666934","type":"proceedings-article","created":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T05:34:23Z","timestamp":1643175263000},"page":"1-8","source":"Crossref","is-referenced-by-count":0,"title":["Lightweight Deep Symmetric Positive Definite Manifold Network for Real-Time 3D Hand Gesture Recognition"],"prefix":"10.1109","author":[{"given":"Mostefa Ben","family":"Naceur","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Luc","family":"Brun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Olivier","family":"Lezoray","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.10.033"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.391"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2013.04.007"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.123"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.82"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2014.772"},{"key":"ref37","first-page":"1110","article-title":"Hierarchical recurrent neural network for skeleton based action recognition","author":"du","year":"0","journal-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.02.030"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.486"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2018.00025"},{"key":"ref60","article-title":"Co-occurrence feature learning for skeleton based action recognition using regularized deep LSTM networks","volume":"30","author":"zhu","year":"0","journal-title":"Proceedings of the AAAI Conference on Artificial Intelligence"},{"key":"ref62","article-title":"Building deep networks on grassmann manifolds","volume":"32","author":"huang","year":"0","journal-title":"Proceedings of the AAAI Conference on Artificial Intelligence"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.51"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR48806.2021.9412113"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2016.153"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01231"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.227"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/TCDS.2021.3126637"},{"key":"ref29","first-page":"14","article-title":"Eigenjoints-based action recognition using naive-bayes-nearest-neighbor","author":"yang","year":"0","journal-title":"2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops"},{"key":"ref2","doi-asserted-by":"crossref","first-page":"2278","DOI":"10.1109\/5.726791","article-title":"Gradient-based learning applied to document recognition","volume":"86","author":"le cun","year":"0","journal-title":"Proceedings of the IEEE"},{"key":"ref1","first-page":"1097","article-title":"Imagenet classification with deep convolutional neural networks","volume":"25","author":"krizhevsky","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref20","first-page":"16","article-title":"DeepGRU: Deep gesture recognition utility","author":"maghoumi","year":"2019","journal-title":"International Symposium on Visual Computing"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.233"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2018.2856094"},{"key":"ref24","article-title":"Spatio-temporal graph convolution for skeleton based action recognition (2018)","author":"li","year":"0","journal-title":"AAAI"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.342"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.10.033"},{"key":"ref25","article-title":"Spatial temporal graph convolutional networks for skeleton-based action recognition","volume":"32","author":"yan","year":"0","journal-title":"Proceedings of the AAAI Conference on Artificial Intelligence"},{"key":"ref50","article-title":"Deep manifold learning of symmetric positive definite matrices with application to face recognition","volume":"31","author":"dong","year":"0","journal-title":"Proceedings of the AAAI Conference on Artificial Intelligence"},{"key":"ref51","first-page":"612","article-title":"Deepkspd: Learning kernel-matrix-based spd representation for fine-grained image recognition","author":"engin","year":"0","journal-title":"Proceedings of the European Conference on Computer Vision (ECCV)"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.167"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.213"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299172"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.98"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.487"},{"key":"ref54","first-page":"1871","article-title":"LIBLINEAR: A library for large linear classification","volume":"9","author":"fan","year":"2008","journal-title":"The Journal of Machine Learning Research"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00050"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.75"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6247813"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.342"},{"key":"ref40","article-title":"Video covariance matrix logarithm for human action recognition in videos","author":"bilinski","year":"0","journal-title":"International Joint Conference on Artificial Intelligence (IJCAI) IJCAI"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.456"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.510"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143891"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1109\/TBIOM.2020.2968216","article-title":"Online dynamic hand gesture recognition including efficiency analysis","volume":"2","author":"k\u00e3\u00b6p\u00e3\u00bcakl\u00e3\u00bc","year":"2020","journal-title":"IEEE Transactions on Biometrics Behavior and Identity Science"},{"key":"ref16","article-title":"Temporal activity detection in untrimmed videos with recurrent neural networks","author":"montes","year":"2016","journal-title":"ArXiv Preprint"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref18","article-title":"Sequence to sequence learning with neural networks","author":"sutskever","year":"2014","journal-title":"ArXiv Preprint"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1179"},{"key":"ref4","first-page":"589","article-title":"Region covariance: A fast descriptor for detection and classification","author":"tuzel","year":"2006","journal-title":"in European Conference on Computer Vision"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-005-3222-z"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2004.06.016"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2017.2779466"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/app9163419"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MFI.2012.6343059"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1006\/jmva.1999.1853"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.82"},{"key":"ref46","article-title":"Building deep networks on grassmann manifolds","volume":"32","author":"huang","year":"0","journal-title":"Proceedings of the AAAI Conference on Artificial Intelligence"},{"key":"ref45","article-title":"A riemannian network for spd matrix learning","volume":"31","author":"huang","year":"0","journal-title":"Proceedings of the AAAI Conference on Artificial Intelligence"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2008.4587730"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.339"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2013.6475006"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2013.2252622"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.137"},{"key":"ref43","first-page":"343","article-title":"Human action recognition under log-euclidean riemannian metric","author":"yuan","year":"2009","journal-title":"Asian Conference on Computer Vision"}],"event":{"name":"2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021)","start":{"date-parts":[[2021,12,15]]},"location":"Jodhpur, India","end":{"date-parts":[[2021,12,18]]}},"container-title":["2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9666787\/9666788\/09666934.pdf?arnumber=9666934","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T16:55:30Z","timestamp":1652201730000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9666934\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,12,15]]},"references-count":65,"URL":"https:\/\/doi.org\/10.1109\/fg52635.2021.9666934","relation":{},"subject":[],"published":{"date-parts":[[2021,12,15]]}}}