STEP: Spatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits

28 October 2019

Papers citing "STEP: Spatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits"

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Title
Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models Yuxiang Lin Jingdong Sun Zhi-Qi Cheng Jue Wang Haomin Liang Zebang Cheng Yifei Dong Jun-Yan He Xiaojiang Peng Xian-Sheng Hua 119 0 0 10 Apr 2025
Spatio-Temporal Graph Convolutional Networks: Optimised Temporal Architecture Edward Turner GNN 53 1 0 14 Jan 2025
Developing Normative Gait Cycle Parameters for Clinical Analysis Using Human Pose Estimation Rahm Ranjan David Ahmedt-Aristizabal M. Armin Juno Kim 106 0 0 20 Nov 2024
Computer Vision for Clinical Gait Analysis: A Gait Abnormality Video Dataset Rahm Ranjan David Ahmedt-Aristizabal M. Armin Juno Kim 56 4 0 05 Jul 2024
Speech2UnifiedExpressions: Synchronous Synthesis of Co-Speech Affective Face and Body Expressions from Affordable Inputs Uttaran Bhattacharya Aniket Bera Dinesh Manocha CVBM 63 2 0 26 Jun 2024
ST-Gait++: Leveraging spatio-temporal convolutions for gait-based emotion recognition on videos M. Lima W. Costa Estefania Talavera Martinez Veronica Teichrieb CVBM 44 3 0 22 May 2024
Self-supervised Gait-based Emotion Representation Learning from Selective Strongly Augmented Skeleton Sequences Cheng Song Lu Lu Zhen Ke Long Gao Shuai Ding SLR CVBM 68 0 0 08 May 2024
VLLMs Provide Better Context for Emotion Understanding Through Common Sense Reasoning Alexandros Xenos Niki Maria Foteinopoulou Ioanna Ntinou Ioannis Patras Georgios Tzimiropoulos 49 16 0 10 Apr 2024
Robust Emotion Recognition in Context Debiasing Dingkang Yang Kun Yang Mingcheng Li Shunli Wang Shuai Wang Lihua Zhang 70 17 0 09 Mar 2024
VRMN-bD: A Multi-modal Natural Behavior Dataset of Immersive Human Fear Responses in VR Stand-up Interactive Games He Zhang Xinyang Li Yuanxi Sun Xinyi Fu Christine Qiu John M. Carroll 53 4 0 22 Jan 2024
Using Scene and Semantic Features for Multi-modal Emotion Recognition Zhifeng Wang Ramesh Sankaranarayana CVBM 38 1 0 01 Aug 2023
Unlocking the Emotional World of Visual Media: An Overview of the Science, Research, and Impact of Understanding Emotion James Z. Wang Sicheng Zhao Chenyan Wu Reginald B. Adams M. Newman T. Shafir Rachelle Tsachor 99 32 0 25 Jul 2023
EMERSK -- Explainable Multimodal Emotion Recognition with Situational Knowledge M. Palash Bharat K. Bhargava CVBM 63 6 0 14 Jun 2023
Graph Neural Network for spatiotemporal data: methods and applications Yun Li Dazhou Yu Zhenke Liu Minxing Zhang Xi Gong Liang Zhao AI4TS AI4CE 54 10 0 30 May 2023
Bodily expressed emotion understanding through integrating Laban movement analysis Chenyan Wu Dolzodmaa Davaasuren T. Shafir Rachelle Tsachor James Z. Wang 47 6 0 05 Apr 2023
Context De-confounded Emotion Recognition Dingkang Yang Zhaoyu Chen Yuzheng Wang Shunli Wang Mingcheng Li ... Xiao Zhao Shuai Huang Zhiyan Dong Peng Zhai Lihua Zhang CML 59 43 0 21 Mar 2023
Mutilmodal Feature Extraction and Attention-based Fusion for Emotion Estimation in Videos Tao Shu Xinke Wang Ruotong Wang Chuang Chen Y. Zhang Xiao Sun 30 4 0 18 Mar 2023
Spatio-Temporal Graph Neural Networks: A Survey Zahraa Al Sahili M. Awad GNN AI4TS 47 23 0 25 Jan 2023
Graph Neural Networks in Computer Vision -- Architectures, Datasets and Common Approaches Maciej Krzywda S. Lukasik Amir H. Gandomi GNN 64 10 0 20 Dec 2022
PhysiQ: Off-site Quality Assessment of Exercise in Physical Therapy H. Wang Meiyi Ma 39 8 0 12 Nov 2022
MSA-GCN:Multiscale Adaptive Graph Convolution Network for Gait Emotion Recognition Yunfei Yin Li Jing Faliang Huang Guangchao Yang Zhuowei Wang CVBM 63 16 0 19 Sep 2022
3MASSIV: Multilingual, Multimodal and Multi-Aspect dataset of Social Media Short Videos Vikram Gupta Trisha Mittal Puneet Mathur Vaibhav Mishra Mayank Maheshwari Aniket Bera Debdoot Mukherjee Tianyi Zhou VGen 75 11 0 28 Mar 2022
Data Augmentation for Depression Detection Using Skeleton-Based Gait Information Jingjing Yang Hai Lu Chengming Li Xiping Hu Bin Hu CVBM 67 13 0 04 Jan 2022
Multi-Cue Adaptive Emotion Recognition Network W. Costa David Macêdo Cleber Zanchettin L. Figueiredo Veronica Teichrieb CVBM 41 1 0 03 Nov 2021
TNTC: two-stream network with transformer-based complementarity for gait-based emotion recognition Chuanfei Hu Weijie Sheng B. Dong Xinde Li CVBM ViT 65 18 0 26 Oct 2021
HighlightMe: Detecting Highlights from Human-Centric Videos Uttaran Bhattacharya Gang Wu Stefano Petrangeli Viswanathan Swaminathan Tianyi Zhou 48 10 0 05 Oct 2021
DynSTGAT: Dynamic Spatial-Temporal Graph Attention Network for Traffic Signal Control Libing Wu Min Wang Dan Wu Jia Wu 48 32 0 12 Sep 2021
Emotion Recognition from Multiple Modalities: Fundamentals and Methodologies Sicheng Zhao Guoli Jia Jufeng Yang Guiguang Ding Kurt Keutzer 55 105 0 18 Aug 2021
Speech2AffectiveGestures: Synthesizing Co-Speech Gestures with Generative Adversarial Affective Expression Learning Uttaran Bhattacharya Elizabeth Childs Nicholas Rewkowski Tianyi Zhou SLR GAN 107 83 0 31 Jul 2021
Leveraging Semantic Scene Characteristics and Multi-Stream Convolutional Architectures in a Contextual Approach for Video-Based Visual Emotion Recognition in the Wild Ioannis Pikoulis P. Filntisis Petros Maragos 61 14 0 16 May 2021
Privacy-Preserving Video Classification with Convolutional Neural Networks Sikha Pentyala Rafael Dowsley Martine De Cock PICV 67 21 0 06 Feb 2021
Text2Gestures: A Transformer-Based Network for Generating Emotive Body Gestures for Virtual Agents Uttaran Bhattacharya Nicholas Rewkowski A. Banerjee P. Guhan Aniket Bera Tianyi Zhou LM&Ro 55 153 0 26 Jan 2021
EWareNet: Emotion Aware Human Intent Prediction and Adaptive Spatial Profile Fusion for Social Robot Navigation V. Narayanan Bala Murali Manoghar Rama Prashanth RV Aniket Bera 53 11 0 18 Nov 2020
SeekNet: Improved Human Instance Segmentation and Tracking via Reinforcement Learning Based Optimized Robot Relocation V. Narayanan Bala Murali Manoghar Rama Prashanth RV Phu-Cuong Pham Aniket Bera 40 1 0 17 Nov 2020
Leveraging Activity Recognition to Enable Protective Behavior Detection in Continuous Data Chongyang Wang Yuan Gao Akhil Mathur A. Williams Nicholas D. Lane N. Bianchi-Berthouze 39 36 0 03 Nov 2020
Can a Robot Trust You? A DRL-Based Approach to Trust-Driven Human-Guided Navigation Vishnu Sashank Dorbala Arjun Srinivasan Aniket Bera 43 17 0 01 Nov 2020
Generating Emotive Gaits for Virtual Agents Using Affect-Based Autoregression Uttaran Bhattacharya Nicholas Rewkowski P. Guhan Niall L. Williams Trisha Mittal Aniket Bera Tianyi Zhou CVBM 33 17 0 04 Oct 2020
Learning Unseen Emotions from Gestures via Semantically-Conditioned Zero-Shot Perception with Adversarial Autoencoders A. Banerjee Uttaran Bhattacharya Aniket Bera SLR 54 18 0 18 Sep 2020
Dynamic Emotion Modeling with Learnable Graphs and Graph Inception Network A. Shirian S. Tripathi T. Guha 46 7 0 06 Aug 2020
Emotions Don't Lie: An Audio-Visual Deepfake Detection Method Using Affective Cues Trisha Mittal Uttaran Bhattacharya Rohan Chandra Aniket Bera Tianyi Zhou 63 260 0 14 Mar 2020
EmotiCon: Context-Aware Multimodal Emotion Recognition using Frege's Principle Trisha Mittal P. Guhan Uttaran Bhattacharya Rohan Chandra Aniket Bera Tianyi Zhou 100 133 0 14 Mar 2020
ProxEmo: Gait-based Emotion Learning and Multi-view Proxemic Fusion for Socially-Aware Robot Navigation V. Narayanan Bala Murali Manoghar Vishnu Sashank Dorbala Tianyi Zhou Aniket Bera 55 65 0 02 Mar 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 321 10,591 0 17 Feb 2020
The Liar's Walk: Detecting Deception with Gait and Gesture Tanmay Randhavane Uttaran Bhattacharya Kyra Kapsaskis Kurt Gray Aniket Bera Tianyi Zhou CVBM 56 19 0 14 Dec 2019
Identifying Emotions from Walking using Affective and Deep Features Tanmay Randhavane Uttaran Bhattacharya Kyra Kapsaskis Kurt Gray Aniket Bera Tianyi Zhou CVBM 59 59 0 14 Jun 2019
Video-to-Video Synthesis Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Guilin Liu Andrew Tao Jan Kautz Bryan Catanzaro GAN VGen 91 988 0 20 Aug 2018
Emotion Recognition in Speech using Cross-Modal Transfer in the Wild Samuel Albanie Arsha Nagrani Andrea Vedaldi Andrew Zisserman CVBM 53 271 0 16 Aug 2018
Pose Guided Human Video Generation Ceyuan Yang Zhe Wang Xinge Zhu Chen Huang Jianping Shi Dahua Lin GAN 37 147 0 30 Jul 2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan Yuanjun Xiong Dahua Lin GNN 228 4,150 0 23 Jan 2018
Detect-and-Track: Efficient Pose Estimation in Videos Rohit Girdhar Georgia Gkioxari Lorenzo Torresani Manohar Paluri Du Tran 3DH 90 229 0 26 Dec 2017