Do Deep Neural Networks Learn Facial Action Units When Doing Expression Recognition?

10 October 2015

Thomas S. Huang

Papers citing "Do Deep Neural Networks Learn Facial Action Units When Doing Expression Recognition?"

23 / 23 papers shown

Title
InFER: A Multi-Ethnic Indian Facial Expression Recognition Dataset S. A. Rizvi Preyansh Agrawal Jagat Sesh Challa Pratik Narang 21 1 0 30 Sep 2023
Efficient Neural Architecture Search for Emotion Recognition Monu Verma Murari Mandal Satish Kumar Reddy Yashwanth Reddy Meedimale Santosh Kumar Vipparthi CVBM 27 9 0 23 Mar 2023
Deep Learning Models for Automated Classification of Dog Emotional States from Facial Expressions Tali Boneh-Shitrit Shirzad Amir A. Bremhorst D. Mills S. Riemer Dror Fried Anna Zamansky 19 9 0 11 Jun 2022
An Ensemble with Shared Representations Based on Convolutional Networks for Continually Learning Facial Expressions Henrique Siqueira Pablo V. A. Barros S. Magg S. Wermter 13 10 0 05 Mar 2021
EmotionNet Nano: An Efficient Deep Convolutional Neural Network Design for Real-time Facial Expression Recognition J. Lee Linda Wang A. Wong CVBM 31 38 0 29 Jun 2020
Learning to Augment Expressions for Few-shot Fine-grained Facial Expression Recognition Wenxuan Wang Yanwei Fu Qiang Sun Tao Chen Chenjie Cao Ziqi Zheng Guoqiang Xu Han Qiu Yu-Gang Jiang Xiangyang Xue CVBM 29 14 0 17 Jan 2020
A Study on various state of the art of the Art Face Recognition System using Deep Learning Techniques Sukhada Chokkadi M. S. Sannidhan B. SudeepaK. Abhir Bhandary CVBM 33 28 0 19 Nov 2019
A Scalable Approach for Facial Action Unit Classifier Training UsingNoisy Data for Pre-Training Alberto Fung Daniel J. McDuff CVBM 30 4 0 14 Nov 2019
Face Behavior a la carte: Expressions, Affect and Action Units in a Single Network D. Kollias V. Sharmanska Ki-young Shin CVBM 35 213 0 15 Oct 2019
Deep Learning for Human Affect Recognition: Insights and New Developments Philipp V. Rouast M. Adam R. Chiong 35 167 0 09 Jan 2019
Low-Cost Transfer Learning of Face Tasks T. John Isha Dua V. Balasubramanian C. V. Jawahar CLIP CVBM VLM 13 0 0 09 Jan 2019
Speeding up the Hyperparameter Optimization of Deep Convolutional Neural Networks Tobias Hinz Nicolás Navarro-Guerrero S. Magg S. Wermter 27 104 0 19 Jul 2018
Multimodal Utterance-level Affect Analysis using Visual, Audio and Text Features Didan Deng Yuqian Zhou Jimin Pi Bertram E. Shi CVBM 31 25 0 02 May 2018
Deep Facial Expression Recognition: A Survey Shan Li Weihong Deng 151 1,280 0 23 Apr 2018
Robust Emotion Recognition from Low Quality and Low Bit Rate Video: A Deep Learning Approach Bowen Cheng Zhangyang Wang Zhaobin Zhang Zhu Li Ding Liu Jianchao Yang Shuai Huang Thomas S. Huang 39 29 0 10 Sep 2017
Automatic Recognition of Facial Displays of Unfelt Emotions Kaustubh Kulkarni C. Corneanu Ikechukwu Ofodile Sergio Escalera Xavier Baro S. Hyniewska J. Allik G. Anbarjafari CVBM 31 27 0 13 Jul 2017
A Deep Learning Perspective on the Origin of Facial Expressions R. Breuer Ron Kimmel HAI 29 100 0 04 May 2017
Deep generative-contrastive networks for facial expression recognition Youngsung Kim ByungIn Yoo Youngjun Kwak Changkyu Choi Junmo Kim CVBM 21 89 0 21 Mar 2017
From Facial Expression Recognition to Interpersonal Relation Prediction Zhanpeng Zhang Ping Luo Chen Change Loy Xiaoou Tang CVBM 23 266 0 21 Sep 2016
SenTion: A framework for Sensing Facial Expressions Rahul Islam Karan Ahuja Sandip Karmakar F. Barbhuiya CVBM 16 11 0 16 Aug 2016
Facial Expression Recognition Using a Hybrid CNN-SIFT Aggregator M. Al-Shabi W. Cheah M. G. K. Ong CVBM 27 124 0 09 Aug 2016
How Deep Neural Networks Can Improve Emotion Recognition on Video Data Pooya Khorrami T. Paine K. Brady Charlie K. Dagli Thomas S. Huang 29 102 0 24 Feb 2016
EmoNets: Multimodal deep learning approaches for emotion recognition in video Samira Ebrahimi Kahou Xavier Bouthillier Pascal Lamblin Çağlar Gülçehre Vincent Michalski ... Aaron Courville Pascal Vincent Roland Memisevic C. Pal Yoshua Bengio 138 401 0 05 Mar 2015