{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T15:13:44Z","timestamp":1775229224545,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":24,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,10,21]],"date-time":"2020-10-21T00:00:00Z","timestamp":1603238400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Australian Research Council","award":["DP190102919"],"award-info":[{"award-number":["DP190102919"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,10,21]]},"DOI":"10.1145\/3382507.3417973","type":"proceedings-article","created":{"date-parts":[[2020,10,22]],"date-time":"2020-10-22T10:04:34Z","timestamp":1603361074000},"page":"784-789","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":68,"title":["EmotiW 2020: Driver Gaze, Group Emotion, Student Engagement and Physiological Signal based Challenges"],"prefix":"10.1145","author":[{"given":"Abhinav","family":"Dhall","sequence":"first","affiliation":[{"name":"Monash University & Indian Institute of Technology Ropar, Caulfield East, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Garima","family":"Sharma","sequence":"additional","affiliation":[{"name":"Monash University, Caulfield East, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Roland","family":"Goecke","sequence":"additional","affiliation":[{"name":"University of Canberra, Belconnen, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tom","family":"Gedeon","sequence":"additional","affiliation":[{"name":"Australian National University, Canberra, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2020,10,22]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/3136755.3143010"},{"key":"e_1_3_2_2_2_1","volume-title":"Applications of Computer Vision (WACV), 2016 IEEE Winter Conference on. IEEE, 1--10","author":"Tadas Baltruvs","year":"2016","unstructured":"Tadas Baltruvs aitis, Peter Robinson , and Louis-Philippe Morency . 2016 . Openface: an open source facial behavior analysis toolkit . In Applications of Computer Vision (WACV), 2016 IEEE Winter Conference on. IEEE, 1--10 . Tadas Baltruvs aitis, Peter Robinson, and Louis-Philippe Morency. 2016. Openface: an open source facial behavior analysis toolkit. In Applications of Computer Vision (WACV), 2016 IEEE Winter Conference on. IEEE, 1--10."},{"key":"e_1_3_2_2_3_1","volume-title":"Emopain challenge 2020: Multimodal pain evaluation from facial and bodily expressions. arXiv preprint arXiv:2001.07739","author":"Berthouze Nadia","year":"2020","unstructured":"Nadia Berthouze , Michel Valstar , Amanda Williams , Joy Egede , Temitayo Olugbade , Chongyang Wang , Hongyin Meng , Min Aung , Nicholas Lane , and Siyang Song . 2020. Emopain challenge 2020: Multimodal pain evaluation from facial and bodily expressions. arXiv preprint arXiv:2001.07739 ( 2020 ). Nadia Berthouze, Michel Valstar, Amanda Williams, Joy Egede, Temitayo Olugbade, Chongyang Wang, Hongyin Meng, Min Aung, Nicholas Lane, and Siyang Song. 2020. Emopain challenge 2020: Multimodal pain evaluation from facial and bodily expressions. arXiv preprint arXiv:2001.07739 (2020)."},{"key":"e_1_3_2_2_4_1","volume-title":"Automatic group happiness intensity analysis","author":"Dhall Abhinav","year":"2015","unstructured":"Abhinav Dhall , Roland Goecke , and Tom Gedeon . 2015a. Automatic group happiness intensity analysis . IEEE Transactions on Affective Computing ( 2015 ), 13--26. Abhinav Dhall, Roland Goecke, and Tom Gedeon. 2015a. Automatic group happiness intensity analysis. IEEE Transactions on Affective Computing (2015), 13--26."},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/2522848.2531739"},{"key":"e_1_3_2_2_6_1","volume-title":"et almbox","author":"Dhall Abhinav","year":"2012","unstructured":"Abhinav Dhall , Roland Goecke , Simon Lucey , Tom Gedeon , et almbox . 2012 . Collecting large, richly annotated facial-expression databases from movies. IEEE multimedia, Vol. 19 , 3 (2012), 34--41. Abhinav Dhall, Roland Goecke, Simon Lucey, Tom Gedeon, et almbox. 2012. Collecting large, richly annotated facial-expression databases from movies. IEEE multimedia, Vol. 19, 3 (2012), 34--41."},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2015.7163151"},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/2818346.2829994"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/2502081.2502224"},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2018.8451242"},{"key":"e_1_3_2_2_11_1","volume-title":"Speak2Label: Using Domain Knowledge for Creating a Large Scale Driver Gaze Zone Estimation Dataset. arXiv preprint arXiv:2004.05973","author":"Ghosh Shreya","year":"2020","unstructured":"Shreya Ghosh , Abhinav Dhall , Garima Sharma , Sarthak Gupta , and Nicu Sebe . 2020. Speak2Label: Using Domain Knowledge for Creating a Large Scale Driver Gaze Zone Estimation Dataset. arXiv preprint arXiv:2004.05973 ( 2020 ). Shreya Ghosh, Abhinav Dhall, Garima Sharma, Sarthak Gupta, and Nicu Sebe. 2020. Speak2Label: Using Domain Knowledge for Creating a Large Scale Driver Gaze Zone Estimation Dataset. arXiv preprint arXiv:2004.05973 (2020)."},{"key":"e_1_3_2_2_12_1","volume-title":"Spotting macro-and micro-expression intervals in long video sequences. arXiv preprint arXiv:1912.11985","author":"He Ying","year":"2019","unstructured":"Ying He , Su-Jing Wang , Jingting Li , and Moi Hoon Yap . 2019. Spotting macro-and micro-expression intervals in long video sequences. arXiv preprint arXiv:1912.11985 ( 2019 ). Ying He, Su-Jing Wang, Jingting Li, and Moi Hoon Yap. 2019. Spotting macro-and micro-expression intervals in long video sequences. arXiv preprint arXiv:1912.11985 (2019)."},{"key":"e_1_3_2_2_13_1","volume-title":"Long short-term memory. Neural computation","author":"Hochreiter Sepp","year":"1997","unstructured":"Sepp Hochreiter and J\u00fcrgen Schmidhuber . 1997. Long short-term memory. Neural computation , Vol. 9 , 8 ( 1997 ), 1735--1780. Sepp Hochreiter and J\u00fcrgen Schmidhuber. 1997. Long short-term memory. Neural computation, Vol. 9, 8 (1997), 1735--1780."},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2018.8569709"},{"key":"e_1_3_2_2_15_1","volume-title":"Prediction and localization of student engagement in the wild. In 2018 Digital Image Computing: Techniques and Applications (DICTA)","author":"Kaur Amanjot","unstructured":"Amanjot Kaur , Aamir Mustafa , Love Mehta , and Abhinav Dhall . 2018. Prediction and localization of student engagement in the wild. In 2018 Digital Image Computing: Techniques and Applications (DICTA) . IEEE , 1--8. Amanjot Kaur, Aamir Mustafa, Love Mehta, and Abhinav Dhall. 2018. Prediction and localization of student engagement in the wild. In 2018 Digital Image Computing: Techniques and Applications (DICTA). IEEE, 1--8."},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0102829"},{"key":"e_1_3_2_2_17_1","volume-title":"Emotion Recognition Through Observer's Physiological Signals. arXiv preprint arXiv:2002.08034","author":"Liu Yang","year":"2020","unstructured":"Yang Liu , Tom Gedeon , Sabrina Caldwell , Shouxu Lin , and Zi Jin . 2020. Emotion Recognition Through Observer's Physiological Signals. arXiv preprint arXiv:2002.08034 ( 2020 ). Yang Liu, Tom Gedeon, Sabrina Caldwell, Shouxu Lin, and Zi Jin. 2020. Emotion Recognition Through Observer's Physiological Signals. arXiv preprint arXiv:2002.08034 (2020)."},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3136755.3143007"},{"key":"e_1_3_2_2_19_1","volume-title":"Automatic Group Level Affect and Cohesion Prediction in Videos. In 2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW). IEEE, 161--167","author":"Sharma Garima","year":"2019","unstructured":"Garima Sharma , Shreya Ghosh , and Abhinav Dhall . 2019 . Automatic Group Level Affect and Cohesion Prediction in Videos. In 2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW). IEEE, 161--167 . Garima Sharma, Shreya Ghosh, and Abhinav Dhall. 2019. Automatic Group Level Affect and Cohesion Prediction in Videos. In 2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW). IEEE, 161--167."},{"key":"e_1_3_2_2_20_1","volume-title":"et almbox","author":"Stappen Lukas","year":"2020","unstructured":"Lukas Stappen , Alice Baird , Georgios Rizos , Panagiotis Tzirakis , Xinchen Du , Felix Hafner , Lea Schumann , Adria Mallol-Ragolta , Bj\u00f6rn W Schuller , Iulia Lefter , et almbox . 2020 . MuSe 2020--The First International Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop . arXiv preprint arXiv:2004.14858 (2020). Lukas Stappen, Alice Baird, Georgios Rizos, Panagiotis Tzirakis, Xinchen Du, Felix Hafner, Lea Schumann, Adria Mallol-Ragolta, Bj\u00f6rn W Schuller, Iulia Lefter, et almbox. 2020. MuSe 2020--The First International Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop. arXiv preprint arXiv:2004.14858 (2020)."},{"key":"e_1_3_2_2_21_1","volume-title":"Driver Gaze Zone Estimation using Convolutional Neural Networks: A General Framework and Ablative Analysis","author":"Vora S","year":"2018","unstructured":"S Vora , A Rangesh , and M M Trivedi . 2018. Driver Gaze Zone Estimation using Convolutional Neural Networks: A General Framework and Ablative Analysis . IEEE Transactions on Intelligent Vehicles ( 2018 ), 254--265. S Vora, A Rangesh, and M M Trivedi. 2018. Driver Gaze Zone Estimation using Convolutional Neural Networks: A General Framework and Ablative Analysis. IEEE Transactions on Intelligent Vehicles (2018), 254--265."},{"key":"e_1_3_2_2_22_1","volume-title":"Facial and Gesture) Based Emotion Recognition Challenge. In 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020)","author":"Wei Gou","unstructured":"Gou Wei , Li Jian , and Sun Mo. [n.d.]. Multimodal ( Audio , Facial and Gesture) Based Emotion Recognition Challenge. In 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020) (FG). 902--905. Gou Wei, Li Jian, and Sun Mo. [n.d.]. Multimodal (Audio, Facial and Gesture) Based Emotion Recognition Challenge. In 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020)(FG). 902--905."},{"key":"e_1_3_2_2_23_1","unstructured":"Qinglan Wei Yijia Zhao Qihua Xu Liandong Li Jun He Lejun Yu and Bo Sun. 2017. A new deep-learning framework for group emotion recognition. In ACM ICMI. 587--592.  Qinglan Wei Yijia Zhao Qihua Xu Liandong Li Jun He Lejun Yu and Bo Sun. 2017. A new deep-learning framework for group emotion recognition. In ACM ICMI. 587--592."},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2014.2316163"}],"event":{"name":"ICMI '20: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION","location":"Virtual Event Netherlands","acronym":"ICMI '20","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 2020 International Conference on Multimodal Interaction"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3382507.3417973","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3382507.3417973","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:38:27Z","timestamp":1750199907000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3382507.3417973"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,10,21]]},"references-count":24,"alternative-id":["10.1145\/3382507.3417973","10.1145\/3382507"],"URL":"https:\/\/doi.org\/10.1145\/3382507.3417973","relation":{},"subject":[],"published":{"date-parts":[[2020,10,21]]},"assertion":[{"value":"2020-10-22","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}