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Convolutional neural networks pretrained on large face recognition
  datasets for emotion classification from video

Convolutional neural networks pretrained on large face recognition datasets for emotion classification from video

13 November 2017
Boris Knyazev
Roman Shvetsov
N. Efremova
A. Kuharenko
    CVBM
ArXiv (abs)PDFHTML

Papers citing "Convolutional neural networks pretrained on large face recognition datasets for emotion classification from video"

20 / 20 papers shown
Quality-Controlled Multimodal Emotion Recognition in Conversations with Identity-Based Transfer Learning and MAMBA Fusion
Quality-Controlled Multimodal Emotion Recognition in Conversations with Identity-Based Transfer Learning and MAMBA Fusion
Zanxu Wang
Homayoon Beigi
130
0
0
18 Nov 2025
MIDAS: Mixing Ambiguous Data with Soft Labels for Dynamic Facial Expression Recognition
MIDAS: Mixing Ambiguous Data with Soft Labels for Dynamic Facial Expression RecognitionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Ryosuke Kawamura
Hideaki Hayashi
Noriko Takemura
Hajime Nagahara
CVBM3DH
361
6
0
28 Feb 2025
ComFace: Facial Representation Learning with Synthetic Data for Comparing Faces
ComFace: Facial Representation Learning with Synthetic Data for Comparing Faces
Yusuke Akamatsu
Terumi Umematsu
Terumi Umematsu
Shizuko Gomi
Hideo Tsurushima
559
3
0
25 May 2024
Pose-disentangled Contrastive Learning for Self-supervised Facial
  Representation
Pose-disentangled Contrastive Learning for Self-supervised Facial RepresentationComputer Vision and Pattern Recognition (CVPR), 2022
Y. Liu
Wenbin Wang
Yibing Zhan
Shaoze Feng
Li-Yu Daisy Liu
Zhe Chen
SSL
228
33
0
24 Nov 2022
A Peek at Peak Emotion Recognition
A Peek at Peak Emotion Recognition
Tzvi Michelson
Hillel Aviezer
Shmuel Peleg
207
0
0
19 May 2022
Information Fusion in Attention Networks Using Adaptive and Multi-level
  Factorized Bilinear Pooling for Audio-visual Emotion Recognition
Information Fusion in Attention Networks Using Adaptive and Multi-level Factorized Bilinear Pooling for Audio-visual Emotion Recognition
Hengshun Zhou
Jun Du
Yuanyuan Zhang
Qing Wang
Qing-Feng Liu
Chin-Hui Lee
160
62
0
17 Nov 2021
Expression Snippet Transformer for Robust Video-based Facial Expression
  Recognition
Expression Snippet Transformer for Robust Video-based Facial Expression Recognition
Yuanyuan Liu
Wenbin Wang
Chuanxu Feng
Haoyu Zhang
Zhe Chen
Yibing Zhan
ViT
195
99
0
17 Sep 2021
Facial expression and attributes recognition based on multi-task
  learning of lightweight neural networks
Facial expression and attributes recognition based on multi-task learning of lightweight neural networksSymposium on Intelligent Systems and Informatics (SISY), 2021
Andrey V. Savchenko
CVBM3DH
442
175
0
31 Mar 2021
Pre-training strategies and datasets for facial representation learning
Pre-training strategies and datasets for facial representation learningEuropean Conference on Computer Vision (ECCV), 2021
Adrian Bulat
Shiyang Cheng
Jing Yang
A. Garbett
Enrique Sanchez
Georgios Tzimiropoulos
CVBMSSL
318
42
0
30 Mar 2021
Continuous Emotion Recognition with Spatiotemporal Convolutional Neural
  Networks
Continuous Emotion Recognition with Spatiotemporal Convolutional Neural NetworksApplied Sciences (Appl. Sci.), 2020
Thomas Teixeira
Mohammadhadi Shateri
Alessandro Lameiras Koerich
CVBM
255
16
0
18 Nov 2020
Noisy Student Training using Body Language Dataset Improves Facial
  Expression Recognition
Noisy Student Training using Body Language Dataset Improves Facial Expression Recognition
Vikas Kumar
Shivansh Rao
Li Yu
CVBMNoLa
385
38
0
06 Aug 2020
Emotion Recognition in Low-Resource Settings: An Evaluation of Automatic
  Feature Selection Methods
Emotion Recognition in Low-Resource Settings: An Evaluation of Automatic Feature Selection MethodsComputer Speech and Language (CSL), 2019
F. Haider
Senja Pollak
Pierre Albert
Saturnino Luz
261
66
0
28 Aug 2019
Frame attention networks for facial expression recognition in videos
Frame attention networks for facial expression recognition in videosInternational Conference on Information Photonics (ICIP), 2019
Debin Meng
Xiaojiang Peng
Kai Wang
Yu Qiao
CVBM
203
205
0
29 Jun 2019
Feature-level and Model-level Audiovisual Fusion for Emotion Recognition
  in the Wild
Feature-level and Model-level Audiovisual Fusion for Emotion Recognition in the WildConference on Multimedia Information Processing and Retrieval (MIPR), 2019
Jie Cai
Zibo Meng
Ahmed-Shehab Khan
Zhiyuan Li
James O'Reilly
Shizhong Han
Ping Liu
Min Chen
Yan Tong
269
30
0
06 Jun 2019
Non-Volume Preserving-based Fusion to Group-Level Emotion Recognition on
  Crowd Videos
Non-Volume Preserving-based Fusion to Group-Level Emotion Recognition on Crowd Videos
Kha Gia Quach
Ngan Le
C. Duong
Ibsa Jalata
Kaushik Roy
Khoa Luu
279
29
0
28 Nov 2018
Deep Neural Network Augmentation: Generating Faces for Affect Analysis
Deep Neural Network Augmentation: Generating Faces for Affect Analysis
D. Kollias
Shiyang Cheng
Evangelos Ververas
I. Kotsia
Stefanos Zafeiriou
GANCVBM
195
17
0
12 Nov 2018
The Many Moods of Emotion
The Many Moods of Emotion
Valentin Vielzeuf
Corentin Kervadec
S. Pateux
F. Jurie
CVBM
122
2
0
31 Oct 2018
Training Deep Neural Networks with Different Datasets In-the-wild: The
  Emotion Recognition Paradigm
Training Deep Neural Networks with Different Datasets In-the-wild: The Emotion Recognition Paradigm
D. Kollias
Stefanos Zafeiriou
312
50
0
12 Sep 2018
Deep Affect Prediction in-the-wild: Aff-Wild Database and Challenge,
  Deep Architectures, and Beyond
Deep Affect Prediction in-the-wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond
D. Kollias
Panagiotis Tzirakis
M. Nicolaou
A. Papaioannou
Guoying Zhao
Björn Schuller
I. Kotsia
Stefanos Zafeiriou
CVBM
596
499
0
29 Apr 2018
Deep Facial Expression Recognition: A Survey
Deep Facial Expression Recognition: A SurveyIEEE Transactions on Affective Computing (IEEE Trans. Affective Comput.), 2018
Shan Li
Weihong Deng
741
1,601
0
23 Apr 2018
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