Non-volume preserving-based fusion to group-level emotion recognition on crowd videos

Quach, Kha Gia; Le, Ngan; Duong, Chi Nhan; Jalata, Ibsa; Roy, Kaushik; Luu, Khoa

doi:10.1016/j.patcog.2022.108646

Title: Non-volume preserving-based fusion to group-level emotion recognition on crowd videos

Journal Article · Mon Aug 01 00:00:00 EDT 2022 · Pattern Recognition

DOI:https://doi.org/10.1016/j.patcog.2022.108646· OSTI ID:1859770

; Le, Ngan; Duong, Chi Nhan; Jalata, Ibsa; Roy, Kaushik; Luu, Khoa

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Sponsoring Organization:: USDOE

OSTI ID:: 1859770

Journal Information:: Pattern Recognition, Journal Name: Pattern Recognition Vol. 128 Journal Issue: C; ISSN 0031-3203

Publisher:: ElsevierCopyright Statement

Country of Publication:: United Kingdom

Language:: English

References (12)

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Detecting Coherent Groups in Crowd Scenes by Multiview Clustering Wang, Qi; Chen, Mulin; Nie, Feiping IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 42, Issue 1 https://doi.org/10.1109/TPAMI.2018.2875002	journal	January 2020
NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting and Localization Wang, Qi; Gao, Junyu; Lin, Wei IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 43, Issue 6 https://doi.org/10.1109/TPAMI.2020.3013269	journal	June 2021
Multi-task learning for gait-based identity recognition and emotion recognition using attention enhanced temporal graph convolutional network Sheng, Weijie; Li, Xinde Pattern Recognition, Vol. 114 https://doi.org/10.1016/j.patcog.2021.107868	journal	June 2021
Automatic Group Happiness Intensity Analysis Dhall, Abhinav; Goecke, Roland; Gedeon, Tom IEEE Transactions on Affective Computing, Vol. 6, Issue 1 https://doi.org/10.1109/TAFFC.2015.2397456	journal	January 2015
Spartans: Single-Sample Periocular-Based Alignment-Robust Recognition Technique Applied to Non-Frontal Scenarios Juefei-Xu, Felix; Luu, Khoa; Savvides, Marios IEEE Transactions on Image Processing, Vol. 24, Issue 12 https://doi.org/10.1109/TIP.2015.2468173	journal	December 2015
Pixel-Wise Crowd Understanding via Synthetic Data Wang, Qi; Gao, Junyu; Lin, Wei International Journal of Computer Vision, Vol. 129, Issue 1 https://doi.org/10.1007/s11263-020-01365-4	journal	August 2020
Detecting personality and emotion traits in crowds from video sequences Favaretto, Rodolfo Migon; Knob, Paulo; Musse, Soraia Raupp Machine Vision and Applications, Vol. 30, Issue 5 https://doi.org/10.1007/s00138-018-0979-y	journal	October 2018
Facial aging and asymmetry decomposition based approaches to identification of twins Le, T. Hoang Ngan; Seshadri, Keshav; Luu, Khoa Pattern Recognition, Vol. 48, Issue 12 https://doi.org/10.1016/j.patcog.2015.05.021	journal	December 2015
Alone versus In-a-group: A Multi-modal Framework for Automatic Affect Recognition Mou, Wenxuan; Gunes, Hatice; Patras, Ioannis ACM Transactions on Multimedia Computing, Communications, and Applications, Vol. 15, Issue 2 https://doi.org/10.1145/3321509	journal	June 2019
AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild Mollahosseini, Ali; Hasani, Behzad; Mahoor, Mohammad H. IEEE Transactions on Affective Computing, Vol. 10, Issue 1 https://doi.org/10.1109/TAFFC.2017.2740923	journal	January 2019
Leveraging Large Face Recognition Data for Emotion Classification Knyazev, Boris; Shvetsov, Roman; Efremova, Natalia 2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018) https://doi.org/10.1109/FG.2018.00109	conference	May 2018

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