Affect Analysis in-the-wild: Valence-Arousal, Expressions, Action Units and a Unified Framework

29 March 2021

Papers citing "Affect Analysis in-the-wild: Valence-Arousal, Expressions, Action Units and a Unified Framework"

50 / 102 papers shown

Title
Grounding Emotion Recognition with Visual Prototypes: VEGA -- Revisiting CLIP in MERC Guanyu Hu D. Kollias Xinyu Yang 100 2 0 06 Aug 2025
DVD: A Comprehensive Dataset for Advancing Violence Detection in Real-World Scenarios Dimitrios Kollias Damith Chamalke Senadeera Jianian Zheng Kaushal K. K. Yadav Greg Slabaugh Muhammad Awais Xiaoyun Yang VGen 113 5 0 29 May 2025
MAVEN: Multi-modal Attention for Valence-Arousal Emotion Network Vrushank Ahire Kunal Shah Mudasir Nazir Khan Nikhil Pakhale L. Sookha M. A. Ganaie Abhinav Dhall 298 3 0 16 Mar 2025
Enhancing Facial Expression Recognition through Dual-Direction Attention Mixed Feature Networks and CLIP: Application to 8th ABAW Challenge Josep Cabacas-Maso Elena Ortega-Beltrán Ismael Benito-Altamirano Carles Ventura CVBM 277 3 0 15 Mar 2025
Solution for 8th Competition on Affective & Behavior Analysis in-the-wild Jun-chen Yu Yunxiang Zhang Xilong Lu Yang Zheng Yongqi Wang Lingsi Zhu 140 1 0 14 Mar 2025
Lightweight Models for Emotional Analysis in Video Quoc-Tien Nguyen H. Nguyen V. Huynh 340 2 0 13 Mar 2025
Emotion Recognition with CLIP and Sequential Learning Weiwei Zhou Chenkun Ling Zefeng Cai 256 6 0 13 Mar 2025
Mamba-VA: A Mamba-based Approach for Continuous Emotion Recognition in Valence-Arousal Space Yuheng Liang Liang Luo Feng Liu Mingzhou Liu Yu Yao Mamba 335 6 0 13 Mar 2025
Biased Heritage: How Datasets Shape Models in Facial Expression Recognition Iris Dominguez-Catena D. Paternain M. Galar Marybeth Defrance Maarten Buyl Tijl De Bie 266 1 0 05 Mar 2025
Robust Facial Reactions Generation: An Emotion-Aware Framework with Modality Compensation Guanyu Hu Jie Wei Siyang Song Dimitrios Kollias Xinyu Yang Zhonglin Sun Odysseus Kaloidas 221 2 0 22 Jul 2024
HSEmotion Team at the 7th ABAW Challenge: Multi-Task Learning and Compound Facial Expression Recognition Andrey V. Savchenko CVBM 215 4 0 18 Jul 2024
7th ABAW Competition: Multi-Task Learning and Compound Expression Recognition D. Kollias Stefanos Zafeiriou I. Kotsia Abhinav Dhall Shreya Ghosh Chunchang Shao Guanyu Hu 302 52 0 04 Jul 2024
Multimodal Fusion with Pre-Trained Model Features in Affective Behaviour Analysis In-the-wild Zhuofan Wen Fengyu Zhang Siyuan Zhang Haiyang Sun Ming Xu Guoying Zhao Zheng Lian Yinan Han Jianhua Tao CVBM 137 3 0 22 Mar 2024
Emotic Masked Autoencoder with Attention Fusion for Facial Expression Recognition Bach Nguyen-Xuan Thien-Phuc Nguyen-Hoang Thanh-Huy Nguyen Nhu Tai-Do 236 5 0 19 Mar 2024
Unimodal Multi-Task Fusion for Emotional Mimicry Intensity Prediction Tobias Hallmen Fabian Deuser Norbert Oswald Elisabeth André 282 5 0 18 Mar 2024
Robust Light-Weight Facial Affective Behavior Recognition with CLIPConference on Multimedia Information Processing and Retrieval (MIPR), 2024 Li Lin Sarah Papabathini Xin Eric Wang Shu Hu CVBM 184 19 0 14 Mar 2024
NAC-TCN: Temporal Convolutional Networks with Causal Dilated Neighborhood Attention for Emotion UnderstandingInternational Conference on Video and Image Processing (ICVIP), 2023 Alexander Mehta William Yang ViT 276 3 0 12 Dec 2023
From the Lab to the Wild: Affect Modeling via Privileged InformationIEEE Transactions on Affective Computing (IEEE Trans. Affective Comput.), 2023 Konstantinos Makantasis Kosmas Pinitas Antonios Liapis Georgios N. Yannakakis 179 13 0 18 May 2023
Computer Vision Estimation of Emotion Reaction Intensity in the Wild Yang Qian A. Kargarandehkordi O. Mutlu Saimourya Surabhi Mohammadmahdi Honarmand Dennis Paul Wall Peter Washington 123 7 0 19 Mar 2023
Multi-modal Facial Action Unit Detection with Large Pre-trained Models for the 5th Competition on Affective Behavior Analysis in-the-wild Yufeng Yin Minh Tran Di Chang Xinrui Wang M. Soleymani CVBM 168 16 0 19 Mar 2023
Spatial-temporal Transformer for Affective Behavior Analysis Peng Zou Rui Wang Kehua Wen Yasi Peng Xiao Sun 169 6 0 19 Mar 2023
TempT: Temporal consistency for Test-time adaptation O. Mutlu Mohammadmahdi Honarmand Saimourya Surabhi Dennis Paul Wall 145 8 0 19 Mar 2023
Exploring Expression-related Self-supervised Learning for Affective Behaviour Analysis Fanglei Xue Yifan Sun Yi Yang 141 5 0 18 Mar 2023
Mutilmodal Feature Extraction and Attention-based Fusion for Emotion Estimation in Videos Tao Shu Xinke Wang Ruotong Wang Chuang Chen Y. Zhang Xiao Sun 102 6 0 18 Mar 2023
Multimodal Continuous Emotion Recognition: A Technical Report for ABAW5 Su Zhang Ziyuan Zhao Cuntai Guan 173 28 0 18 Mar 2023
Multi-modal Expression Recognition with Ensemble Method Chuanhe Liu Xinjie Zhang Xiaolong Liu Tenggan Zhang Liyu Meng Yuchen Liu Yuanyuan Deng Wenqiang Jiang CVBM 104 7 0 17 Mar 2023
ABAW : Facial Expression Recognition in the wild Darshan Gera Badveeti Naveen Bobbili Veerendra Dr. S Balasubramanian CVBM 123 5 0 17 Mar 2023
Vision Transformer for Action Units Detection Tu Vu V. Huynh Soo Hyung Kim ViT 123 13 0 16 Mar 2023
A transformer-based approach to video frame-level prediction in Affective Behaviour Analysis In-the-wild Dang-Khanh Nguyen Ngoc-Huynh Ho Sudarshan Pant Hyung-Jeong Yang ViT 191 20 0 16 Mar 2023
Human Reaction Intensity Estimation with Ensemble of Multi-task Networks Jiyeon Oh Daun Kim Jae-Yeop Jeong Yeong-Gi Hong Jin-Woo Jeong CVBM 136 1 0 16 Mar 2023
A Dual Branch Network for Emotional Reaction Intensity Estimation Jun-chen Yu Jichao Zhu Wangyuan Zhu Zhongpeng Cai Guochen Xie Renda Li Gongpeng Zhao 157 6 0 16 Mar 2023
Emotional Reaction Intensity Estimation Based on Multimodal Data Shangfei Wang Jiaqiang Wu Feiyi Zheng Xin Li Xuewei Li Su-ge Wang Yi Wu Yanan Chang Xiangyu Miao 175 3 0 16 Mar 2023
Multimodal Feature Extraction and Fusion for Emotional Reaction Intensity Estimation and Expression Classification in Videos with Transformers Jia Li Yin Chen Xuesong Zhang Jian‐Hui Nie Zi-Yang Li Yang Yu Yan Zhang Richang Hong Ming Wang 129 20 0 16 Mar 2023
EmotiEffNet Facial Features in Uni-task Emotion Recognition in Video at ABAW-5 competition Andrey V. Savchenko CVBM 119 19 0 16 Mar 2023
Facial Affect Recognition based on Transformer Encoder and Audiovisual Fusion for the ABAW5 Challenge Ziyang Zhang Liuwei An Zishun Cui Ao Xu Tengteng Dong Yueqi Jiang Jingyi Shi Xin Liu Xiao Sun Meng Wang CVBM 143 21 0 16 Mar 2023
Exploring Large-scale Unlabeled Faces to Enhance Facial Expression Recognition Jun-chen Yu Zhongpeng Cai Renda Li Gongpeng Zhao Guochen Xie Jichao Zhu Wangyuan Zhu CVBM 201 13 0 15 Mar 2023
Local Region Perception and Relationship Learning Combined with Feature Fusion for Facial Action Unit Detection Jun-chen Yu Renda Li Zhongpeng Cai Gongpeng Zhao Guochen Xie Jichao Zhu Wangyuan Zhu CVBM 145 12 0 15 Mar 2023
Multi Modal Facial Expression Recognition with Transformer-Based Fusion Networks and Dynamic Sampling Jun-Hwa Kim Namho Kim C. Won CVBM 130 10 0 15 Mar 2023
Leveraging TCN and Transformer for effective visual-audio fusion in continuous emotion recognition Weiwei Zhou Jiada Lu Zhaolong Xiong Weifeng Wang 210 34 0 15 Mar 2023
A Deep Neural Architecture for Harmonizing 3-D Input Data Analysis and Decision Making in Medical ImagingNeurocomputing (Neurocomputing), 2023 D. Kollias Anastasios Arsenos Stefanos D. Kollias AI4CE 211 47 0 01 Mar 2023
Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark FeaturesIEEE Transactions on Affective Computing (IEEE TAC), 2022 Megan A. Witherow Manar D. Samad N. Diawara H. Bar Khan M. Iftekharuddin CVBM 3DH 222 7 0 18 Sep 2022
Multi-Task Transformer with uncertainty modelling for Face Based Affective Computing Gauthier Tallec Jules Bonnard Arnaud Dapogny Kévin Bailly CVBM 136 0 0 06 Aug 2022
Mid-level Representation Enhancement and Graph Embedded Uncertainty Suppressing for Facial Expression Recognition Jie Lei Zhao Liu Zeyu Zou Tongtong Li Xu Juan Shuai Wang Guoyu Yang Zunlei Feng CVBM 149 6 0 27 Jul 2022
Affective Behaviour Analysis Using Pretrained Model with Facial Priori Yifan Li Haomiao Sun Zhao Liu Hu Han CVBM ViT 175 13 0 24 Jul 2022
Two-Aspect Information Fusion Model For ABAW4 Multi-task Challenge Haiyang Sun Zheng Lian B. Liu Jianhua Tao Guoying Zhao Cong Cai CVBM 138 4 0 23 Jul 2022
An Ensemble Approach for Multiple Emotion Descriptors Estimation Using Multi-task Learning Irfan Haider Minh-Trieu Tran Soo-Hyung Kim Hyung-Jeong Yang Gueesang Lee CVBM 123 5 0 22 Jul 2022
Hybrid CNN-Transformer Model For Facial Affect Recognition In the ABAW4 Challenge Lingfeng Wang Haocheng Li Chun-Qi Liu ViT CVBM 99 7 0 20 Jul 2022
Learning from Synthetic Data: Facial Expression Classification based on Ensemble of Multi-task Networks Jae-Yeop Jeong Yeong-Gi Hong Jiyeon Oh Sumin Hong Jin-Woo Jeong Yuchul Jung CVBM 165 9 0 20 Jul 2022
BYEL : Bootstrap Your Emotion Latent Hyungjun Lee Hwangyu Lim Sejoon Lim 185 5 0 20 Jul 2022
AU-Supervised Convolutional Vision Transformers for Synthetic Facial Expression Recognition Shuyi Mao Xinpeng Li Jun-Cheng Chen Xiaojiang Peng ViT 146 0 0 20 Jul 2022