Hierarchical Deep Temporal Models for Group Activity Recognition

9 July 2016

Papers citing "Hierarchical Deep Temporal Models for Group Activity Recognition"

50 / 131 papers shown

Title
F $^3$ Set: Towards Analyzing Fast, Frequent, and Fine-grained Events from Videos Zhaoyu Liu Kan Jiang Murong Ma Zhe Hou Yun Lin Jin Song Dong 77 0 0 11 Apr 2025
TrackID3x3: A Dataset and Algorithm for Multi-Player Tracking with Identification and Pose Estimation in 3x3 Basketball Full-court Videos Kazuhiro Yamada Li Yin Qingrui Hu Ning Ding Shunsuke Iwashita Jun Ichikawa Kiwamu Kotani Calvin Yeung Keisuke Fujii 113 0 0 24 Mar 2025
PromptGAR: Flexible Promptive Group Activity Recognition Zhangyu Jin Andrew Feng Ankur Chemburkar Celso M. De Melo VLM 101 0 0 11 Mar 2025
Video Action Differencing James Burgess Xiaohan Wang Yuhui Zhang Anita Rau Alejandro Lozano Lisa Dunlap Trevor Darrell Serena Yeung-Levy VGen 115 1 0 10 Mar 2025
SGA-INTERACT: A 3D Skeleton-based Benchmark for Group Activity Understanding in Modern Basketball Tactic Yue Yang Wei Wang Yifei Liu Linfeng Dong Hao Wu Mingxin Zhang Zhihang Zhong Xiao-Fu Sun 82 1 0 09 Mar 2025
CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition Yuhang Wen Mengyuan Liu Songtao Wu Beichen Ding 79 1 0 31 Dec 2024
LiGAR: LiDAR-Guided Hierarchical Transformer for Multi-Modal Group Activity Recognition N. V. R. Chappa Khoa Luu 74 1 0 28 Oct 2024
MotionBank: A Large-scale Video Motion Benchmark with Disentangled Rule-based Annotations Liang Xu Shaoyang Hua Zili Lin Yifan Liu Feipeng Ma Yichao Yan Xin Jin Xiaokang Yang Wenjun Zeng VGen 107 4 0 17 Oct 2024
Causal Temporal Representation Learning with Nonstationary Sparse Transition Xiangchen Song Zijian Li Guangyi Chen Yujia Zheng Yewen Fan Xinshuai Dong Kun Zhang CML 52 2 0 05 Sep 2024
ActivityCLIP: Enhancing Group Activity Recognition by Mining Complementary Information from Text to Supplement Image Modality Guoliang Xu Jianqin Yin Feng Zhou Yonghao Dang VLM 86 0 0 29 Jul 2024
Skeleton-based Group Activity Recognition via Spatial-Temporal Panoramic Graph Zheng Li Xinle Chang Yueran Li Jingyong Su 81 4 0 28 Jul 2024
A Survey of Video Datasets for Grounded Event Understanding Kate Sanders Benjamin Van Durme 86 4 0 14 Jun 2024
ELSA: Evaluating Localization of Social Activities in Urban Streets Maryam Hosseini Marco Cipriano Sedigheh Eslami Daniel Hodczak Liu Liu Andres Sevtsuk Gerard de Melo 64 0 0 03 Jun 2024
Flow-Assisted Motion Learning Network for Weakly-Supervised Group Activity Recognition Muhammad Adi Nugroho Sangmin Woo Sumin Lee Jinyoung Park Yooseung Wang Donguk Kim Changick Kim 64 1 0 28 May 2024
Design and Analysis of Efficient Attention in Transformers for Social Group Activity Recognition Masato Tamura 61 2 0 15 Apr 2024
LOGO: A Long-Form Video Dataset for Group Action Quality Assessment Shiyi Zhang Wen-Dao Dai Sujia Wang Xiangwei Shen Jiwen Lu Jie Zhou Yansong Tang 111 28 0 07 Apr 2024
SportsHHI: A Dataset for Human-Human Interaction Detection in Sports Videos Tao Wu Runyu He Gangshan Wu Limin Wang 3DH 138 4 0 06 Apr 2024
Spatio-Temporal Proximity-Aware Dual-Path Model for Panoramic Activity Recognition Sumin Lee Yooseung Wang Sangmin Woo Changick Kim 67 0 0 21 Mar 2024
Learning Group Activity Features Through Person Attribute Prediction Chihiro Nakatani Hiroaki Kawashima Norimichi Ukita 71 0 0 05 Mar 2024
CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process Guan-Hong Chen Yifan Shen Zhenhao Chen Xiangchen Song Yuewen Sun Weiran Yao Xiao Liu Kun Zhang CML 69 8 0 25 Jan 2024
Group Activity Recognition using Unreliable Tracked Pose Haritha Thilakarathne Aiden Nibali Zhen He Stuart Morgan 57 1 0 06 Jan 2024
Towards More Practical Group Activity Detection: A New Benchmark and Model Dongkeun Kim Youngkil Song Minsu Cho Suha Kwak 75 3 0 05 Dec 2023
Action-slot: Visual Action-centric Representations for Multi-label Atomic Activity Recognition in Traffic Scenes Chi-Hsi Kung Shu-Wei Lu Yi-Hsuan Tsai Yi-Ting Chen 102 7 0 29 Nov 2023
REACT: Recognize Every Action Everywhere All At Once N. V. R. Chappa Pha Nguyen P. Dobbs Khoa Luu 84 6 0 27 Nov 2023
Widely Applicable Strong Baseline for Sports Ball Detection and Tracking Shuhei Tarashima Muhammad Abdul Haq Yushan Wang Norio Tagawa 45 8 0 09 Nov 2023
SkeleTR: Towrads Skeleton-based Action Recognition in the Wild Haodong Duan Mingze Xu Bing Shuai Davide Modolo Zhuowen Tu Joseph Tighe Alessandro Bergamo ViT 72 1 0 20 Sep 2023
Graph Encoding and Neural Network Approaches for Volleyball Analytics: From Game Outcome to Individual Play Predictions Rhys Tracy H. Xia Alex Rasla Yuanchun Wang Ambuj K. Singh 120 2 0 22 Aug 2023
Interaction-aware Joint Attention Estimation Using People Attributes Chihiro Nakatani Hiroaki Kawashima Norimichi Ukita ViT 63 6 0 10 Aug 2023
Group Activity Recognition in Computer Vision: A Comprehensive Review, Challenges, and Future Perspectives C. Wang A. Mohamed 128 0 0 25 Jul 2023
Physical-aware Cross-modal Adversarial Network for Wearable Sensor-based Human Action Recognition Jianyuan Ni Hao Tang A. Ngu Gaowen Liu Yan Yan 67 3 0 07 Jul 2023
A Survey of Deep Learning in Sports Applications: Perception, Comprehension, and Decision Zhonghan Zhao Wenhao Chai Shengyu Hao Wenhao Hu Guanhong Wang Shidong Cao Min-Gyoo Song Lei Li Gaoang Wang 136 18 0 07 Jul 2023
M3Act: Learning from Synthetic Human Group Activities Che-Jui Chang Danrui Li Aditya Bhat Parth Goel Honglu Zhou Seonghyeon Moon Samuel S. Sohn Sejong Yoon Vladimir Pavlovic Mubbasir Kapadia DiffM 113 5 0 29 Jun 2023
Cheating off your neighbors: Improving activity recognition through corroboration Haoxiang Yu Jingyi An Evan King Edison Thomaz Christine Julien 66 0 0 27 May 2023
Group Activity Recognition via Dynamic Composition and Interaction Youliang Zhang Zhuo Zhou Wenxuan Liu Danni Xu Zheng Wang 67 0 0 09 May 2023
SoGAR: Self-supervised Spatiotemporal Attention-based Social Group Activity Recognition N. V. R. Chappa Pha Nguyen Alec Nelson Han-Seok Seo Xin Li P. Dobbs Khoa Luu ViT 85 8 0 27 Apr 2023
DECOMPL: Decompositional Learning with Attention Pooling for Group Activity Recognition from a Single Volleyball Image Berker Demirel Huseyin Ozkan 96 2 0 11 Mar 2023
SPARTAN: Self-supervised Spatiotemporal Transformers Approach to Group Activity Recognition N. V. R. Chappa Pha Nguyen Alec Nelson Han-Seok Seo Xin Li P. Dobbs Khoa Luu ViT 98 14 0 06 Mar 2023
Knowledge Augmented Relation Inference for Group Activity Recognition Xianglong Lang Zhuming Wang Zun Li Meng-Syue Tian Ge Shi Lifang Wu Liang Wang 60 3 0 28 Feb 2023
Towards Multi-User Activity Recognition through Facilitated Training Data and Deep Learning for Human-Robot Collaboration Applications F. Semeraro Jonathan Carberry Angelo Cangelosi HAI 26 2 0 11 Feb 2023
VREN: Volleyball Rally Dataset with Expression Notation Language H. Xia Rhys Tracy Yun Zhao Erwan Fraisse Yuanchun Wang Linda R. Petzold 58 7 0 28 Sep 2022
Attentive pooling for Group Activity Recognition Ding Li Yuan Xie Wensheng Zhang Yongqiang Tang Zhizhong Zhang 96 0 0 31 Aug 2022
Group Activity Recognition in Basketball Tracking Data -- Neural Embeddings in Team Sports (NETS) Sandro Hauri Slobodan Vučetić 72 8 0 31 Aug 2022
Human Activity Recognition Using Cascaded Dual Attention CNN and Bi-Directional GRU Framework Hayat Ullah Arslan Munir HAI 48 30 0 09 Aug 2022
Video-based Human Action Recognition using Deep Learning: A Review Hieu H. Pham L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 65 37 0 07 Aug 2022
P2ANet: A Dataset and Benchmark for Dense Action Detection from Table Tennis Match Broadcasting Videos Jiang Bian Xuhong Li Tao Wang Qingzhong Wang Jun Huang Chen Liu Jun Zhao Feixiang Lu Dejing Dou Haoyi Xiong 63 11 0 26 Jul 2022
Spotting Temporally Precise, Fine-Grained Events in Video James Hong Haotian Zhang Michael Gharbi Matthew Fisher Kayvon Fatahalian 104 36 0 20 Jul 2022
Entry-Flipped Transformer for Inference and Prediction of Participant Behavior Bo Hu Tat-Jen Cham 62 8 0 13 Jul 2022
Hunting Group Clues with Transformers for Social Group Activity Recognition Masato Tamura Rahul Vishwakarma Ravigopal Vennelakanti 74 24 0 12 Jul 2022
A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications Fei Wu Qingzhong Wang Jian Bian Haoyi Xiong Ning Ding Feixiang Lu Junqing Cheng Dejing Dou AI4TS 87 57 0 02 Jun 2022
Dual-AI: Dual-path Actor Interaction Learning for Group Activity Recognition Mingfei Han David Junhao Zhang Yali Wang Rui Yan L. Yao Xiaojun Chang Yu Qiao 69 56 0 05 Apr 2022