Deep Insights of Learning based Micro Expression Recognition: A Perspective on Promises, Challenges and Research Needs

10 October 2022

Monu Verma

Santosh Kumar Vipparthi

Girdhari Singh

HAI

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Papers citing "Deep Insights of Learning based Micro Expression Recognition: A Perspective on Promises, Challenges and Research Needs"

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Title
Video-based Facial Micro-Expression Analysis: A Survey of Datasets, Features and Algorithms Xianye Ben Yi Ren Junping Zhang Su-Jing Wang K. Kpalma W. Meng Yong Liu 69 200 0 30 Jan 2022
Deep Learning for Micro-expression Recognition: A Survey Yante Li Jinsheng Wei Yang Liu Janne Kauttonen Guoying Zhao 58 62 0 06 Jul 2021
Feature refinement: An expression-specific feature learning and fusion method for micro-expression recognition Ling Zhou Qi-rong Mao Xiaohua Huang Feifei Zhang Zhihong Zhang 48 84 0 13 Jan 2021
An Overview of Facial Micro-Expression Analysis: Data, Methodology and Challenge Hongxia Xie Ling Lo Hong-Han Shuai Wen-Huang Cheng 64 38 0 21 Dec 2020
Micro-expression spotting: A new benchmark T. Tran Q. Vo Xiaopeng Hong Xiaobai Li Guoying Zhao 68 44 0 24 Jul 2020
Revealing the Invisible with Model and Data Shrinking for Composite-database Micro-expression Recognition Zhaoqiang Xia Wei Peng Huai-Qian Khor Xiaoyi Feng Guoying Zhao 64 107 0 17 Jun 2020
Non-Linearities Improve OrigiNet based on Active Imaging for Micro Expression Recognition Monu Verma Santosh Kumar Vipparthi Girdhari Singh 41 15 0 16 May 2020
ICE-GAN: Identity-aware and Capsule-Enhanced GAN with Graph-based Reasoning for Micro-Expression Recognition and Synthesis Jianhui Yu Chaoyi Zhang Yang Song Weidong (Tom) Cai GAN 25 17 0 09 May 2020
MER-GCN: Micro Expression Recognition Based on Relation Modeling with Graph Convolutional Network Ling Lo Hongxia Xie Hong-Han Shuai Wen-Huang Cheng 36 72 0 19 Apr 2020
EmotiCon: Context-Aware Multimodal Emotion Recognition using Frege's Principle Trisha Mittal P. Guhan Uttaran Bhattacharya Rohan Chandra Aniket Bera Tianyi Zhou 97 133 0 14 Mar 2020
M3ER: Multiplicative Multimodal Emotion Recognition Using Facial, Textual, and Speech Cues Trisha Mittal Uttaran Bhattacharya Rohan Chandra Aniket Bera Tianyi Zhou 61 240 0 09 Nov 2019
LEARNet Dynamic Imaging Network for Micro Expression Recognition Monu Verma Santosh Kumar Vipparthi Girdhari Singh Subrahmanyam Murala 32 100 0 20 Apr 2019
EXPERTNet Exigent Features Preservative Network for Facial Expression Recognition Monu Verma Jaspreet Kaur Bhui Santosh Kumar Vipparthi Girdhari Singh 28 7 0 14 Apr 2019
Spontaneous Facial Micro-Expression Recognition using 3D Spatiotemporal Convolutional Neural Networks S. Reddy Surya Teja Karri S. Dubey Snehasis Mukherjee CVBM 3DH 56 86 0 27 Mar 2019
Shallow Triple Stream Three-dimensional CNN (STSTNet) for Micro-expression Recognition Sze‐Teng Liong Y. Gan John See Huai-Qian Khor Yen-Chang Huang CVBM 49 160 0 10 Feb 2019
Spatiotemporal Recurrent Convolutional Networks for Recognizing Spontaneous Micro-expressions Zhaoqiang Xia Xiaopeng Hong Xingyu Gao Xiaoyi Feng Guoying Zhao ObjD 62 187 0 15 Jan 2019
Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation Chenxi Liu Liang-Chieh Chen Florian Schroff Hartwig Adam Wei Hua Alan Yuille Li Fei-Fei SSeg 109 977 0 10 Jan 2019
Micro-Attention for Micro-Expression recognition Chongyang Wang Min Peng Tao Bi Tong Chen ObjD 35 124 0 06 Nov 2018
DARTS: Differentiable Architecture Search Hanxiao Liu Karen Simonyan Yiming Yang 185 4,345 0 24 Jun 2018
A Survey of Automatic Facial Micro-expression Analysis: Databases, Methods and Challenges Yee-Hui Oh John See A. Ngo Raphaël C.-W. Phan Vishnu Monn Baskaran CVBM 25 124 0 15 Jun 2018
Enriched Long-term Recurrent Convolutional Network for Facial Micro-Expression Recognition Huai-Qian Khor John See Raphaël C.-W. Phan Weiyao Lin 34 166 0 22 May 2018
OFF-ApexNet on Micro-expression Recognition System Sze‐Teng Liong Y. Gan Wei‐Chuen Yau Yen-Chang Huang T. Ken 42 233 0 10 May 2018
A Review on Facial Micro-Expressions Analysis: Datasets, Features and Metrics Walied Merghani A. K. Davison Moi Hoon Yap CVBM 45 51 0 07 May 2018
Learning-based Video Motion Magnification Tae-Hyun Oh Ronnachai Jaroensri Changil Kim Mohamed A. Elgharib F. Durand William T. Freeman Wojciech Matusik 67 153 0 08 Apr 2018
Dynamic Routing Between Capsules S. Sabour Nicholas Frosst Geoffrey E. Hinton 140 4,589 0 26 Oct 2017
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 1.1K 20,781 0 17 Apr 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 573 28,964 0 09 Sep 2016
AVEC 2016 - Depression, Mood, and Emotion Recognition Workshop and Challenge Michel Valstar Jonathan Gratch Bjorn Schuller Fabien Ringeval D. Lalanne M. Torres Stefan Scherer Giota Stratou R. Cowie Maja Pantic 63 600 0 05 May 2016
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size F. Iandola Song Han Matthew W. Moskewicz Khalid Ashraf W. Dally Kurt Keutzer 137 7,465 0 24 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.9K 193,426 0 10 Dec 2015
Towards Reading Hidden Emotions: A comparative Study of Spontaneous Micro-expression Spotting and Recognition Methods Xiaobai Li Xiaopeng Hong A. Moilanen Xiaohua Huang Tomas Pfister Guoying Zhao M. Pietikäinen 34 335 0 02 Nov 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.3K 100,213 0 04 Sep 2014