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 / 56 papers shown

Title
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 83 0 0 16 Mar 2025
Lightweight Models for Emotional Analysis in Video Quoc-Tien Nguyen H. Nguyen V. Huynh 45 0 0 13 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 40 0 0 22 Jul 2024
Multi-Task Learning for Affect Analysis Fazeel Asim 34 0 0 30 Jun 2024
The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition D. Kollias Panagiotis Tzirakis Alan S. Cowen S. Zafeiriou I. Kotsia Alice Baird Chris Gagne Chunchang Shao Guanyu Hu 40 71 0 29 Feb 2024
From the Lab to the Wild: Affect Modeling via Privileged Information Konstantinos Makantasis Kosmas Pinitas Antonios Liapis Georgios N. Yannakakis 27 9 0 18 May 2023
Spatio-Temporal AU Relational Graph Representation Learning For Facial Action Units Detection Zihan Wang Siyang Song Cheng Luo Yuzhi Zhou Shiling Wu Weicheng Xie Linlin Shen CVBM 38 13 0 19 Mar 2023
TempT: Temporal consistency for Test-time adaptation O. Mutlu Mohammadmahdi Honarmand Saimourya Surabhi Dennis Paul Wall 30 6 0 19 Mar 2023
Exploring Expression-related Self-supervised Learning for Affective Behaviour Analysis Fanglei Xue Yifan Sun Yi Yang 41 4 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 20 7 0 17 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 27 19 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 32 6 0 16 Mar 2023
EmotiEffNet Facial Features in Uni-task Emotion Recognition in Video at ABAW-5 competition Andrey V. Savchenko CVBM 21 18 0 16 Mar 2023
Facial Affective Behavior Analysis Method for 5th ABAW Competition Shangfei Wang Yanan Chang Yi Wu Xiangyu Miao Jiaqiang Wu Zhouan Zhu Jiahe Wang Yufei Xiao CVBM 33 15 0 16 Mar 2023
Multi Modal Facial Expression Recognition with Transformer-Based Fusion Networks and Dynamic Sampling Jun-Hwa Kim Namho Kim C. Won CVBM 27 8 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 27 28 0 15 Mar 2023
A Deep Neural Architecture for Harmonizing 3-D Input Data Analysis and Decision Making in Medical Imaging D. Kollias Anastasios Arsenos Stefanos D. Kollias AI4CE 36 35 0 01 Mar 2023
Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features Megan A. Witherow Manar D. Samad N. Diawara H. Bar Khan M. Iftekharuddin CVBM 3DH 35 5 0 18 Sep 2022
Multi-Task Transformer with uncertainty modelling for Face Based Affective Computing Gauthier Tallec Jules Bonnard Arnaud Dapogny Kévin Bailly CVBM 31 0 0 06 Aug 2022
Two-Aspect Information Fusion Model For ABAW4 Multi-task Challenge Haiyang Sun Zheng Lian B. Liu Jianhua Tao Guoying Zhao Cong Cai CVBM 29 3 0 23 Jul 2022
Hybrid CNN-Transformer Model For Facial Affect Recognition In the ABAW4 Challenge Lingfeng Wang Haocheng Li Chun-Qi Liu ViT CVBM 16 5 0 20 Jul 2022
BYEL : Bootstrap Your Emotion Latent Hyungjun Lee Hwangyu Lim Sejoon Lim 21 3 0 20 Jul 2022
AI-MIA: COVID-19 Detection & Severity Analysis through Medical Imaging D. Kollias Anastasios Arsenos Stefanos D. Kollias 32 41 0 09 Jun 2022
MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition Andreas Psaroudakis D. Kollias 25 37 0 09 May 2022
A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition R Gnana Praveen W. Melo Nasib Ullah Haseeb Aslam Osama Zeeshan ... M. Pedersoli Alessandro Lameiras Koerich Simon L Bacon P. Cardinal Eric Granger 25 68 0 28 Mar 2022
Facial Expression Recognition with Swin Transformer Jun-Hwa Kim Namho Kim C. Won ViT 31 28 0 25 Mar 2022
Facial Action Unit Recognition Based on Transfer Learning Shangfei Wang Yanan Chang Jiahe Wang CVBM 45 5 0 25 Mar 2022
Continuous-Time Audiovisual Fusion with Recurrence vs. Attention for In-The-Wild Affect Recognition Vincent Karas M. Tellamekala Adria Mallol-Ragolta M. Valstar Björn W. Schuller 25 13 0 24 Mar 2022
Facial Expression Recognition based on Multi-head Cross Attention Network Jae-Yeop Jeong Yeong-Gi Hong Daun Kim Yuchul Jung Jin-Woo Jeong CVBM 30 14 0 24 Mar 2022
Multitask Emotion Recognition Model with Knowledge Distillation and Task Discriminator Euiseok Jeong Geesung Oh Sejoon Lim CVBM 25 7 0 24 Mar 2022
Multi-modal Emotion Estimation for in-the-wild Videos Liyu Meng Yuchen Liu Xiaolong Liu Zhaopei Huang Yuanyuan Deng Jinming Zhao Chuanhe Liu Qin Jin 27 24 0 24 Mar 2022
Continuous Emotion Recognition using Visual-audio-linguistic information: A Technical Report for ABAW3 Su Zhang Ruyi An Yi Ding Cuntai Guan 19 28 0 24 Mar 2022
Facial Expression Classification using Fusion of Deep Neural Network in Video for the 3rd ABAW3 Competition Kim Ngan Phan Hong Hai Nguyen V. Huynh Soo-Hyung Kim CVBM 41 12 0 24 Mar 2022
An Ensemble Approach for Facial Expression Analysis in Video H. Nguyen V. Huynh Soo-Hyung Kim CVBM 35 21 0 24 Mar 2022
Multiple Emotion Descriptors Estimation at the ABAW3 Challenge Didan Deng CVBM 50 11 0 24 Mar 2022
Multi-label Transformer for Action Unit Detection Gauthier Tallec Edouard Yvinec Arnaud Dapogny Kévin Bailly ViT 30 15 0 23 Mar 2022
An Attention-based Method for Action Unit Detection at the 3rd ABAW Competition Duy Le Hoai Eunchae Lim Eunbin Choi Si-Yeol Kim Sudarshan Pant Gueesang Lee Soohyun Kim Hyung-Jeong Yang CVBM 33 7 0 23 Mar 2022
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges D. Kollias 48 198 0 22 Feb 2022
Neural Emotion Director: Speech-preserving semantic control of facial expressions in "in-the-wild" videos Foivos Paraperas-Papantoniou P. Filntisis Petros Maragos A. Roussos 3DH CVBM 29 23 0 01 Dec 2021
Privileged Information for Modeling Affect In The Wild Konstantinos Makantasis Dávid Melhárt Antonios Liapis Georgios N. Yannakakis 27 7 0 22 Jul 2021
Iterative Distillation for Better Uncertainty Estimates in Multitask Emotion Recognition Didan Deng Liang Wu Bertram E. Shi 46 32 0 21 Jul 2021
Consensual Collaborative Training And Knowledge Distillation Based Facial Expression Recognition Under Noisy Annotations Darshan Gera B. S 13 7 0 10 Jul 2021
A Multi-task Mean Teacher for Semi-supervised Facial Affective Behavior Analysis Lingfeng Wang Shisen Wang Jin Qi Kenji Suzuki CVBM 22 32 0 09 Jul 2021
Emotion Recognition with Incomplete Labels Using Modified Multi-task Learning Technique Phan Tran Dac Thinh Hoang Manh Hung Hyung-Jeong Yang Soohyung Kim Gueesang Lee CVBM 24 17 0 09 Jul 2021
A Multi-modal and Multi-task Learning Method for Action Unit and Expression Recognition Yue Jin Tianqing Zheng Chao Gao Guoqiang Xu 35 38 0 09 Jul 2021
Multitask Multi-database Emotion Recognition Manh-Tu Vu M. Beurton-Aimar CVBM 33 28 0 08 Jul 2021
Causal affect prediction model using a facial image sequence Geesung Oh Euiseok Jeong Sejoon Lim CVBM 33 12 0 08 Jul 2021
Prior Aided Streaming Network for Multi-task Affective Recognitionat the 2nd ABAW2 Competition Wei Zhang Zunhu Guo Keyu Chen Lincheng Li Zhimeng Zhang Yu-qiong Ding CVBM 35 35 0 08 Jul 2021
Feature Pyramid Network for Multi-task Affective Analysis Ruian He Zhen Xing Weimin Tan Bo Yan CVBM 33 8 0 08 Jul 2021
An audiovisual and contextual approach for categorical and continuous emotion recognition in-the-wild P. Antoniadis Ioannis Pikoulis P. Filntisis Petros Maragos CVBM 27 23 0 07 Jul 2021