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Gesture Recognition

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  • [ICLR 2025 Submission] Revisiting Noise Resilience Strategies in Gesture Recognition: Short-Term Enhancement in Surface Electromyographic Signal Analysis. [paper]
    Anonymous authors
  • [ICCV 2023] Learning Robust Representations with Information Bottleneck and Memory Network for RGB-D-based Gesture Recognition.[paper]
    Yunan Li, Huizhou Chen, Guanwen Feng, Qiguang Miao
  • [ICCV 2023] Data-Free Class-Incremental Hand Gesture Recognition.[paper]
    Shubhra Aich, Jesus Ruiz-Santaquiteria, Zhenyu Lu, Prachi Garg, K J Joseph, Alvaro Fernandez Garcia, Vineeth N Balasubramanian, Kenrick Kin, Chengde Wan, Necati Cihan Camgoz, Shugao Ma, Fernando De la Torre
  • [BMVC 2022] Towards more efficient few-shot learning based human gesture recognition via dynamic vision sensors.[paper]
    Linglin Jing, Yifan Wang, Tailin Chen, Shirin Dora, Zhigang Ji, Hui Fang
  • [BMVC 2022] Continuous Hand Gesture Recognition using Deep Coarse and Fine Hand Features.[paper]
    Hazem Wannous, Jean-Philippe Vandeborre
  • [CVPR 2022] LD-ConGR: A Large RGB-D Video Dataset for Long-Distance Continuous Gesture Recognition.[paper]
    Dan Liu; Libo Zhang; Yanjun Wu
  • [AAAI 2022] Learning Unseen Emotions from Gestures via Semantically-Conditioned Zero-Shot Perception with Adversarial Autoencoders.[paper]
    Abhishek Banerjee, Uttaran Bhattacharya, Aniket Bera
  • [ICCV 2021] YouRefIt: Embodied Reference Understanding With Language and Gesture.[paper]
    Yixin Chen; Qing Li; Deqian Kong; Yik Lun Kei; Song-Chun Zhu; Tao Gao; Yixin Zhu; Siyuan Huang
  • [AAAI 2021] Regional Attention with Architecture-Rebuilt 3D Network for RGB-D Gesture Recognition.[paper]
    Benjia Zhou, Yunan Li, Jun Wan
  • [WACV 2021] Whose hand is this? Person Identification from Egocentric Hand Gestures.[paper]
    Satoshi Tsutsui; Yanwei Fu; David Crandall
  • [ACM MM 2020] Recognizing Camera Wearer from Hand Gestures in Egocentric Videos.[paper]
    Thapar, Daksh, Aditya Nigam, and Chetan Arora
  • [FG 2020] Feature Selection for Zero-Shot Gesture Recognition. [paper]
    Naveen Madapana, Juan Wachs
  • [FG 2020] Image-Based Pose Representation for Action Recognition and Hand Gesture Recognition. [paper]
    Zeyi Lin, Wei Zhang, Xiaoming Deng, Cuixia Ma, Hongan Wang
  • [ECCV 2020] Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-Order Feature Analysis.[paper]
    Yang, Siyuan, Jun Liu, Shijian Lu, Meng Hwa Er, and Alex C. Kot.
  • [ECCV 2020] Towards Efficient Coarse-to-Fine Networks for Action and Gesture Recognition.[paper]
    Quader, Niamul, Juwei Lu, Peng Dai, and Wei Li
  • [CVPR 2020] Decoupled Representation Learning for Skeleton-Based Gesture Recognition.[paper]
    Jianbo Liu, Yongcheng Liu, Ying Wang, Véronique Prinet, Shiming Xiang, Chunhong Pan
  • [CVPR 2020] An Efficient PointLSTM for Point Clouds Based Gesture Recognition.[paper]
    Yuecong Min, Yanxiao Zhang, Xiujuan Chai, Xilin Chen
  • [CVPR 2020] Music Gesture for Visual Sound Separation. [paper]
    Chuang Gan, Deng Huang, Hang Zhao, Joshua B. Tenenbaum, Antonio Torralba
  • [ICCV 2019] Drive&Act: A Multi-Modal Dataset for Fine-Grained Driver Behavior Recognition in Autonomous Vehicles. [paper]
    Manuel Martin, Alina Roitberg, Monica Haurilet, Matthias Horne, Simon Reiss, Michael Voit, Rainer Stiefelhagen
  • [CVPR 2019] Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition With Multimodal Training. [paper]
    Mahdi Abavisani, Hamid Reza Vaezi Joze, Vishal M. Patel
  • [CVPR 2019] A Neural Network Based on SPD Manifold Learning for Skeleton-Based Hand Gesture Recognition. [paper]
    Xuan Son Nguyen, Luc Brun, Olivier Lezoray, Sebastien Bougleux
  • [BMVC 2019] Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal Attention. [paper]
    Yuxiao Chen, Long Zhao, Xi Peng, Jianbo Yuan, Dimitris Metaxas
  • [BMVC 2019] FlickerNet: Adaptive 3D Gesture Recognition from Sparse Point Clouds.[paper]
    Yuecong Min, Xiujuan Chai, Lei Zhao, Xilin Chen
  • [WACV 2019] Space-time Event Clouds for Gesture Recognition: from RGB Cameras to Event Cameras. [paper]
    Qinyi Wang, Yexin Zhang, Junsong Yuan, Yilong Lu
  • [WACV 2019] Hidden States Exploration for 3D Skeleton-Based Gesture Recognition. [paper]
    Xin Liu, Henglin Shi, Xiaopeng Hong, Haoyu Chen, Dacheng Tao, Guoying Zhao
  • [CVPR 2018] Gesture Recognition: Focus on the Hands. [paper]
    Pradyumna Narayana, Ross Beveridge, Bruce A. Draper
  • [CVPR 2018] Making Convolutional Networks Recurrent for Visual Sequence Learning. [paper]
    Xiaodong Yang, Pavlo Molchanov, Jan Kautz
  • [ECCV 2018] Deformable Pose Traversal Convolution for 3D Action and Gesture Recognition. [paper]
    Junwu Weng, Mengyuan Liu, Xudong Jiang, Junsong Yuan
  • [BMVC 2018] Point Attention Network for Gesture Recognition Using Point Cloud Data. [paper]
    Cherdsak Kingkan, Joshua Owoyemi, Koichi Hashimoto
  • [CVPR 2017] Personalizing Gesture Recognition Using Hierarchical Bayesian Neural Networks. [paper]
    Ajjen Joshi, Soumya Ghosh, Margrit Betke, Stan Sclaroff, Hanspeter Pfister
  • [CVPR 2017] A Low Power, Fully Event-Based Gesture Recognition System. [paper]
    Arnon Amir, Brian Taba, David Berg, Timothy Melano, Jeffrey McKinstry, Carmelo Di Nolfo, Tapan Nayak, Alexander Andreopoulos, Guillaume Garreau, Marcela Mendoza, Jeff Kusnitz, Michael Debole, Steve Esser, Tobi Delbruck, Myron Flickner, Dharmendra Modha
  • [ICCV 2017] Egocentric Gesture Recognition Using Recurrent 3D Convolutional Neural Networks With Spatiotemporal Transformer Modules. [paper]
    Congqi Cao, Yifan Zhang, Yi Wu, Hanqing Lu, Jian Cheng
  • [CVPR 2016] Online Detection and Classification of Dynamic Hand Gestures With Recurrent 3D Convolutional Neural Network. [paper]
    Pavlo Molchanov, Xiaodong Yang, Shalini Gupta, Kihwan Kim, Stephen Tyree, Jan Kautz