{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,19]],"date-time":"2026-03-19T18:49:32Z","timestamp":1773946172637,"version":"3.50.1"},"reference-count":79,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"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":[[2019,7]]},"DOI":"10.1109\/icmlc48188.2019.8949236","type":"proceedings-article","created":{"date-parts":[[2020,1,8]],"date-time":"2020-01-08T01:08:48Z","timestamp":1578445728000},"page":"1-7","source":"Crossref","is-referenced-by-count":9,"title":["Facial Expression Based Emotion Recognition Employing YOLOv3 Deep Neural Networks"],"prefix":"10.1109","author":[{"given":"Guan-Chun","family":"Luh","sequence":"first","affiliation":[{"name":"Tatung University,Department of Mechanical Engineering,Taipei City,Taiwan,ROC"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hung-Bin","family":"Wu","sequence":"additional","affiliation":[{"name":"Tatung University,Department of Mechanical Engineering,Taipei City,Taiwan,ROC"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ya-Ting","family":"Yong","sequence":"additional","affiliation":[{"name":"Tatung University,Department of Mechanical Engineering,Taipei City,Taiwan,ROC"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yu-Jhio","family":"Lai","sequence":"additional","affiliation":[{"name":"Tatung University,Department of Mechanical Engineering,Taipei City,Taiwan,ROC"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yu-Han","family":"Chen","sequence":"additional","affiliation":[{"name":"Tatung University,Department of Mechanical Engineering,Taipei City,Taiwan,ROC"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2017.7966100"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2014.805"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/CCIP.2016.7802853"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/ICCKE.2014.6993346"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2008.08.005"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2015.12"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.03.034"},{"key":"ref39","author":"kim","year":"2017","journal-title":"Deep generative-contrastive networks for facial expression recognition"},{"key":"ref75","first-page":"2562","article-title":"Learning active facial patches for expression analysis","author":"zhong","year":"0","journal-title":"Proceedings of the International Conference on Computer Vision and Pattern Recognition"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2017.140"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2015.7351752"},{"key":"ref79","first-page":"141","article-title":"Frame-based face emotion recognition using linear discriminate analysis","author":"otroshi-shahreza","year":"0","journal-title":"Iranian Conference on Intelligent Systems and Signal Processing"},{"key":"ref33","first-page":"1","article-title":"Driver facial landmark detection in real driving situation","volume":"99","author":"jeong","year":"2017","journal-title":"IEEE Trans Circuits and Systems for Video Technology"},{"key":"ref32","article-title":"Multi-objective based Spatio-temporal feature representation learning robust to expression intensity variations for facial expression recognition","author":"kim","year":"2017","journal-title":"IEEE Transactions on Affective Computing"},{"key":"ref31","author":"mehrabian","year":"2007","journal-title":"Nonverbal Communication London U K Aldine"},{"key":"ref30","article-title":"Emotions and life: perspectives from psychology, biology, and evolution","author":"plutchik","year":"2003","journal-title":"American sychological Association"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2016.07.026"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.08.043"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.605"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2017.04.019"},{"key":"ref60","year":"0"},{"key":"ref62","year":"0"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2010.5543262"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2437384"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2011.06.023"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.169"},{"key":"ref27","author":"ekman","year":"1976","journal-title":"Facial Action Coding System A Technique for the Measurement of Facial Movement"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2577031"},{"key":"ref66","first-page":"21","article-title":"SSD: Single Shot MultiBox Detector","author":"liu","year":"0","journal-title":"European Conference on Computer Vision"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1037\/h0030377"},{"key":"ref67","author":"redmon","year":"2013","journal-title":"Darknet Open source neural networks in c"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"ref69","first-page":"3419","article-title":"Recognition of facial expressions using locally weighted and adjusted order Pseudo Zernike Moments","author":"kanan","year":"0","journal-title":"Proc Int Conf on Pattern Recognition"},{"key":"ref2","first-page":"981","article-title":"Affective Computing: A Review","volume":"3784","author":"tao","year":"2005","journal-title":"ACII 2005 LNCS"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2017.02.003"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2017.02.013"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.5815\/ijitcs.2016.12.03"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-74889-2_7"},{"key":"ref24","first-page":"1289","article-title":"Multimodal Emotion Recognition for Human-Computer Interaction: A Survey","volume":"8","author":"mukeshimana","year":"2017","journal-title":"International Journal of Scientific & Engineering Research"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.4304\/jsw.6.8.1529-1536"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1037\/a0013386"},{"key":"ref25","first-page":"205","article-title":"Analysis of Emotion Recognition using FacialExpressions, Speech and Multimodal Information","author":"busso","year":"0","journal-title":"Proceedings of the 6th international conference on Multimodal interfaces"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2018.8621865"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2017.2784093"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1080\/02699930903485076"},{"key":"ref58","year":"0"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/34.817413"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.122"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/ICCSNT.2017.8343709"},{"key":"ref54","author":"guo","year":"2018","journal-title":"A Fast Face Detection Method via Convolutional Neural Network"},{"key":"ref53","first-page":"1","article-title":"Convolutional Neural Network for Person Detection using YOLO Framework","volume":"9","author":"putra","year":"2017","journal-title":"Journal of Telecommunication Electronic and Computer Engineering"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/IHMSC.2016.130"},{"key":"ref10","first-page":"1","article-title":"A Novel Multimodal Emotion Recognition Approach for Affective HumanRobot Interaction","author":"cid","year":"0","journal-title":"Proceedings of the International Conference on Intelligent Robots and Systems"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"401","DOI":"10.3390\/s18020401","article-title":"A Brief Review of Facial Emotion Recognition Basedon Visual Information","volume":"18","author":"ko","year":"2018","journal-title":"SENSORS"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.233"},{"key":"ref12","first-page":"138","article-title":"A Literature Survey on Emotion Recognition System Using Facial Expressions","volume":"5","author":"rachoori","year":"2018","journal-title":"International Journal of Engineering Research in Computer Science and Engineering"},{"key":"ref13","first-page":"560","article-title":"A Review on Facial Expression Recognition Techniques","volume":"3","author":"kushwah","year":"2017","journal-title":"International Journal on Future Revolution in Computer Science & Communication Engineering"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2005.03.004"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2014.2366127"},{"key":"ref16","first-page":"771","article-title":"Facial Emotion Recognition: A Survey","volume":"7","author":"abdulsalam","year":"2018","journal-title":"International Journal of Advanced Research in Computer Engineering & Technology"},{"key":"ref17","first-page":"130","article-title":"Human Facial Expressions Recognition - A Survey","volume":"3","author":"rathina","year":"2012","journal-title":"Signal Processing Image"},{"key":"ref18","first-page":"5760","article-title":"Extraction of Emotions from Speech-A Survey","volume":"12","author":"reddy","year":"2017","journal-title":"International Journal of Applied Engineering Research"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2010.09.020"},{"key":"ref4","article-title":"Emotion recognition from physiological signals for user modeling of affect","author":"nasoz","year":"0","journal-title":"International Conference on User Modeling"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/1107622.1107644"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2005.03.006"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/79.911197"},{"key":"ref8","first-page":"51","article-title":"Emotion Recognition in Human ComputerInteraction Systems","volume":"20","author":"mikuckas","year":"2014","journal-title":"Elektronoka Elektrotechnika"},{"key":"ref7","article-title":"Framwork for Emotion Recognition from Human Computer Interaction in Natural Setting","author":"constantine","year":"0","journal-title":"ACM SIGKDD Conference on Knowledge Discovery and Data Mining"},{"key":"ref49","article-title":"YOLOv3: An Incremental Improvement","author":"redmon","year":"0","journal-title":"ArXiv Preprint"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.08.047"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.12.038"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1162\/neco_a_00990"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.690"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"key":"ref42","first-page":"1","article-title":"Deep Neural Networks with Relativity Learning for facial expression recognition","author":"guo","year":"0","journal-title":"Proc Int Workshop Multimedia & Expo"},{"key":"ref41","first-page":"425","article-title":"Peak-Piloted Deep Network for Facial Expression Recognition","author":"zhao","year":"0","journal-title":"European Conference on Computer Vision"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2876865"},{"key":"ref43","author":"agarwal","year":"2018","journal-title":"Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks"}],"event":{"name":"2019 International Conference on Machine Learning and Cybernetics (ICMLC)","location":"Kobe, Japan","start":{"date-parts":[[2019,7,7]]},"end":{"date-parts":[[2019,7,10]]}},"container-title":["2019 International Conference on Machine Learning and Cybernetics (ICMLC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8942645\/8949161\/08949236.pdf?arnumber=8949236","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,20]],"date-time":"2025-08-20T18:34:04Z","timestamp":1755714844000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8949236\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7]]},"references-count":79,"URL":"https:\/\/doi.org\/10.1109\/icmlc48188.2019.8949236","relation":{},"subject":[],"published":{"date-parts":[[2019,7]]}}}