A Multi-component CNN-RNN Approach for Dimensional Emotion Recognition in-the-wild

3 May 2018

Papers citing "A Multi-component CNN-RNN Approach for Dimensional Emotion Recognition in-the-wild"

33 / 33 papers shown

Title
Grounding Emotion Recognition with Visual Prototypes: VEGA -- Revisiting CLIP in MERC Guanyu Hu D. Kollias Xinyu Yang 80 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 81 5 0 29 May 2025
7th ABAW Competition: Multi-Task Learning and Compound Expression Recognition D. Kollias Stefanos Zafeiriou I. Kotsia Abhinav Dhall Shreya Ghosh Chunchang Shao Guanyu Hu 290 52 0 04 Jul 2024
Distribution Matching for Multi-Task Learning of Classification Tasks: a Large-Scale Study on Faces & BeyondAAAI Conference on Artificial Intelligence (AAAI), 2024 D. Kollias V. Sharmanska Stefanos Zafeiriou CVBM 396 64 0 02 Jan 2024
BTDNet: a Multi-Modal Approach for Brain Tumor Radiogenomic ClassificationApplied Sciences (Appl. Sci.), 2023 Dimitrios Kollias Karanjot Vendal Priyanka Gadhavi Solomon Russom 176 24 0 05 Oct 2023
A Unified Transformer-based Network for multimodal Emotion Recognition Kamran Ali Charles E. Hughes 155 2 0 27 Aug 2023
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges D. Kollias Panagiotis Tzirakis Alice Baird Alan S. Cowen Stefanos Zafeiriou 278 146 0 02 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 199 47 0 01 Mar 2023
Learning from Label Relationships in Human AffectACM Multimedia (ACM MM), 2022 Niki Maria Foteinopoulou Ioannis Patras CVBM 129 13 0 12 Jul 2022
ABAW: Learning from Synthetic Data & Multi-Task Learning Challenges D. Kollias 268 143 0 03 Jul 2022
AI-MIA: COVID-19 Detection & Severity Analysis through Medical Imaging D. Kollias Anastasios Arsenos Stefanos D. Kollias 261 41 0 09 Jun 2022
MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition Andreas Psaroudakis D. Kollias 151 47 0 09 May 2022
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges D. Kollias 258 227 0 22 Feb 2022
Analysing Affective Behavior in the second ABAW2 Competition D. Kollias I. Kotsia Elnar Hajiyev Stefanos Zafeiriou 314 240 0 14 Jun 2021
Affect Analysis in-the-wild: Valence-Arousal, Expressions, Action Units and a Unified Framework D. Kollias Stefanos Zafeiriou CVBM 157 236 0 29 Mar 2021
Weakly Supervised Learning for Facial Behavior Analysis : A Review G. Praveen Member Ieee Eric Granger Member Ieee Patrick Cardinal CVBM 277 6 0 25 Jan 2021
Continuous Emotion Recognition with Spatiotemporal Convolutional Neural NetworksApplied Sciences (Appl. Sci.), 2020 Thomas Teixeira Mohammadhadi Shateri Alessandro Lameiras Koerich CVBM 154 14 0 18 Nov 2020
Facial Expression Editing with Continuous Emotion Labels Alexandra Lindt Pablo V. A. Barros Henrique Siqueira S. Wermter CVBM 130 31 0 22 Jun 2020
Multitask Emotion Recognition with Incomplete LabelsIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2020 Didan Deng Zhaokang Chen Bertram E. Shi CVBM 100 99 0 10 Feb 2020
Analysing Affective Behavior in the First ABAW 2020 CompetitionIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2020 D. Kollias Attila Schulc Elnar Hajiyev Stefanos Zafeiriou CVBM 223 303 0 30 Jan 2020
MIMAMO Net: Integrating Micro- and Macro-motion for Video Emotion RecognitionAAAI Conference on Artificial Intelligence (AAAI), 2019 Didan Deng Zhaokang Chen Yuqian Zhou Bertram Shi 143 50 0 21 Nov 2019
Emotion recognition with 4kresolution database Qi Zheng CVBM 58 0 0 24 Oct 2019
AI in Pursuit of Happiness, Finding Only Sadness: Multi-Modal Facial Emotion Recognition Challenge Carl Norman 62 1 0 24 Oct 2019
Interpretable Deep Neural Networks for Facial Expression and Dimensional Emotion Recognition in-the-wild Valentin Richer D. Kollias GAN CVBM 116 0 0 14 Oct 2019
Interpretable Deep Neural Networks for Dimensional and Categorical Emotion Recognition in-the-wild Xia Yicheng D. Kollias 106 3 0 13 Oct 2019
Image Generation and Recognition (Emotions) Hanne Carlsson D. Kollias GAN 134 0 0 13 Oct 2019
Emotion Generation and Recognition: A StarGAN Approach A. Banerjee D. Kollias CVBM SLR 91 3 0 12 Oct 2019
AffWild Net and Aff-Wild Database Alvertos Benroumpi D. Kollias CVBM 114 0 0 11 Oct 2019
Aff-Wild Database and AffWildNet Mengyao Liu D. Kollias CVBM 111 4 0 11 Oct 2019
Exploiting multi-CNN features in CNN-RNN based Dimensional Emotion Recognition on the OMG in-the-wild DatasetIEEE Transactions on Affective Computing (TAC), 2019 D. Kollias Tatsuya Harada 221 157 0 03 Oct 2019
Two-level Attention with Two-stage Multi-task Learning for Facial Emotion Recognition Xiaohua Wang Muzi Peng Lijuan Pan Min Hu Chunhua Jin F. Ren CVBM 121 69 0 29 Nov 2018
A Multi-Task Learning & Generation Framework: Valence-Arousal, Action Units & Primary Expressions D. Kollias Stefanos Zafeiriou CVBM 164 73 0 11 Nov 2018
Aff-Wild2: Extending the Aff-Wild Database for Affect Recognition D. Kollias Stefanos Zafeiriou CVBM 218 190 0 11 Nov 2018