Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points

22 February 2018

Papers citing "Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points"

50 / 53 papers shown

Title
PvNeXt: Rethinking Network Design and Temporal Motion for Point Cloud Video Recognition Jie Wang Tingfa Xu Lihe Ding Xinjie Zhang Long Bai Jianan Li 3DPC 145 0 0 07 Apr 2025
Extended multi-stream temporal-attention module for skeleton-based human action recognition (HAR) Faisal Mehmood Xin Guo Enqing Chen Muhammad Azeem Akbar A. Khan Sami Ullah 28 4 0 10 Nov 2024
HRPVT: High-Resolution Pyramid Vision Transformer for medium and small-scale human pose estimation Zhoujie Xu ViT 3DH 38 2 0 29 Oct 2024
Expressive Keypoints for Skeleton-based Action Recognition via Skeleton Transformation Yijie Yang Jinlu Zhang Jiaxu Zhang Zhigang Tu 35 5 0 26 Jun 2024
From CNNs to Transformers in Multimodal Human Action Recognition: A Survey Muhammad Bilal Shaikh Syed Mohammed Shamsul Islam Douglas Chai Naveed Akhtar 35 9 0 22 May 2024
Deep video representation learning: a survey Elham Ravanbakhsh Yongqing Liang J. Ramanujam Xin Li 49 3 0 10 May 2024
MV2MAE: Multi-View Video Masked Autoencoders Ketul Shah Robert Crandall Jie Xu Peng Zhou Marian George Mayank Bansal Rama Chellappa 35 4 0 29 Jan 2024
Just Add $π$ ! Pose Induced Video Transformers for Understanding Activities of Daily Living Dominick Reilly Srijan Das ViT 30 17 0 30 Nov 2023
Seeing the Pose in the Pixels: Learning Pose-Aware Representations in Vision Transformers Dominick Reilly Aman Chadha Srijan Das ViT 25 4 0 15 Jun 2023
Cross-view Action Recognition via Contrastive View-invariant Representation Yuexi Zhang Dan Luo Balaji Sundareshan Mario Sznaier Octavia Camps 26 0 0 02 May 2023
2D Pose Estimation based Child Action Recognition Sanka Mohottala Sandun Abeygunawardana Pradeepa Samarasinghe D. Kasthurirathna Charith Abhayaratne 24 2 0 18 Dec 2022
Cross-Modal Learning with 3D Deformable Attention for Action Recognition Sangwon Kim Dasom Ahn ByoungChul Ko ViT 3DPC 38 24 0 12 Dec 2022
Thales: Formulating and Estimating Architectural Vulnerability Factors for DNN Accelerators Abhishek Tyagi Yiming Gan Shaoshan Liu Bo Yu P. Whatmough Yuhao Zhu AAML 21 9 0 05 Dec 2022
GliTr: Glimpse Transformers with Spatiotemporal Consistency for Online Action Prediction Samrudhdhi B. Rangrej Kevin J Liang Tal Hassner James J. Clark 27 3 0 24 Oct 2022
Performance of different machine learning methods on activity recognition and pose estimation datasets Love Trivedi R. Vij 14 1 0 19 Oct 2022
STAR-Transformer: A Spatio-temporal Cross Attention Transformer for Human Action Recognition Dasom Ahn Sangwon Kim H. Hong ByoungChul Ko ViT 28 97 0 14 Oct 2022
APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking Yuxiang Yang Junjie Yang Yufei Xu Jing Zhang Long Lan Dacheng Tao 18 38 0 12 Jun 2022
Skeleton-based Action Recognition via Temporal-Channel Aggregation Shengqin Wang Yongji Zhang M. Zhao Hong Qi Kai Wang Fenglin Wei Yu-Gang Jiang 30 23 0 31 May 2022
Skeleton Sequence and RGB Frame Based Multi-Modality Feature Fusion Network for Action Recognition Xiaoguang Zhu Ye Zhu Haoyu Wang Honglin Wen Yan Yan Peilin Liu 24 25 0 23 Feb 2022
CZU-MHAD: A multimodal dataset for human action recognition utilizing a depth camera and 10 wearable inertial sensors Xin Chao Zhenjie Hou Yu Mo 27 20 0 07 Feb 2022
ViewCLR: Learning Self-supervised Video Representation for Unseen Viewpoints Srijan Das Michael S. Ryoo SSL 37 17 0 07 Dec 2021
Multi-Scale Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition Pengfei Zhang Cuiling Lan Wenjun Zeng Junliang Xing Jianru Xue Nanning Zheng 22 6 0 07 Nov 2021
Skeleton-Based Mutually Assisted Interacted Object Localization and Human Action Recognition Liang Xu Cuiling Lan Wenjun Zeng Cewu Lu 16 24 0 28 Oct 2021
Nuisance-Label Supervision: Robustness Improvement by Free Labels Xinyue Wei Weichao Qiu Yi Zhang Zihao Xiao Alan Yuille 16 0 0 14 Oct 2021
AP-10K: A Benchmark for Animal Pose Estimation in the Wild Hang Yu Yufei Xu Jing Zhang Wei Zhao Ziyu Guan Dacheng Tao 13 107 0 28 Aug 2021
VPN++: Rethinking Video-Pose embeddings for understanding Activities of Daily Living Srijan Das Rui Dai Di Yang F. Brémond ViT 43 66 0 17 May 2021
BM-NAS: Bilevel Multimodal Neural Architecture Search Yihang Yin Siyu Huang Xiang Zhang 32 27 0 19 Apr 2021
MSAF: Multimodal Split Attention Fusion Lang Su Chuqing Hu Guofa Li Dongpu Cao 30 37 0 13 Dec 2020
JOLO-GCN: Mining Joint-Centered Light-Weight Information for Skeleton-Based Action Recognition Jinmiao Cai Nianjuan Jiang Xiaoguang Han Kui Jia Jiangbo Lu 22 84 0 16 Nov 2020
ElderSim: A Synthetic Data Generation Platform for Human Action Recognition in Eldercare Applications Hochul Hwang Cheongjae Jang Geonwoo Park Junghyun Cho Ig-Jae Kim 24 70 0 28 Oct 2020
Attention-Driven Body Pose Encoding for Human Activity Recognition B Debnath Mary O'Brien Swagat Kumar Ardhendu Behera 3DH CVBM 16 5 0 29 Sep 2020
Richly Activated Graph Convolutional Network for Robust Skeleton-based Action Recognition Yisheng Song Zhang Zhang Caifeng Shan Liang Wang 24 165 0 09 Aug 2020
Hierarchical Action Classification with Network Pruning Mahdi Davoodikakhki KangKang Yin 34 19 0 30 Jul 2020
VPN: Learning Video-Pose Embedding for Activities of Daily Living Srijan Das Saurav Sharma Rui Dai F. Brémond Monique Thonnat ViT 33 121 0 06 Jul 2020
Skeleton Focused Human Activity Recognition in RGB Video Bruce X. B. Yu Yan Liu Keith C. C. Chan 26 4 0 29 Apr 2020
ETRI-Activity3D: A Large-Scale RGB-D Dataset for Robots to Recognize Daily Activities of the Elderly Jinhyeok Jang Dohyung Kim Cheonshu Park Minsu Jang Jaeyeon Lee Jaehong Kim 22 65 0 04 Mar 2020
Towards High Performance Human Keypoint Detection Jing Zhang Zhe Chen Dacheng Tao 3DH 88 72 0 03 Feb 2020
Res3ATN -- Deep 3D Residual Attention Network for Hand Gesture Recognition in Videos Naina Dhingra A. Kunz 3DPC SLR 25 35 0 04 Jan 2020
Multi-task Deep Learning for Real-Time 3D Human Pose Estimation and Action Recognition D. Luvizon Hedi Tabia David Picard 3DH 27 115 0 15 Dec 2019
Skeleton-Based Action Recognition with Multi-Stream Adaptive Graph Convolutional Networks Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 33 420 0 15 Dec 2019
Synthetic Humans for Action Recognition from Unseen Viewpoints Gül Varol Ivan Laptev Cordelia Schmid Andrew Zisserman 30 96 0 09 Dec 2019
Action Recognition via Pose-Based Graph Convolutional Networks with Intermediate Dense Supervision Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 14 27 0 28 Nov 2019
MMTM: Multimodal Transfer Module for CNN Fusion Hamid Reza Vaezi Joze Amirreza Shaban Michael L. Iuzzolino K. Koishida 18 277 0 20 Nov 2019
Action Recognition Using Volumetric Motion Representations Michael Peven Gregory Hager A. Reiter 3DPC 16 0 0 19 Nov 2019
NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding Jun Liu Amir Shahroudy Mauricio Perez G. Wang Ling-yu Duan Alex C. Kot 27 1,254 0 12 May 2019
Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition Pengfei Zhang Cuiling Lan Wenjun Zeng Junliang Xing Jianru Xue Nanning Zheng 3DH 24 441 0 02 Apr 2019
MFAS: Multimodal Fusion Architecture Search Juan-Manuel Perez-Rua Valentin Vielzeuf S. Pateux M. Baccouche F. Jurie 21 178 0 15 Mar 2019
Action Machine: Rethinking Action Recognition in Trimmed Videos Jiagang Zhu Wei Zou Liang Xu Yiming Hu Zheng Zhu Manyu Chang Junjie Huang Guan Huang Dalong Du 29 37 0 14 Dec 2018
RGB-D Based Action Recognition with Light-weight 3D Convolutional Networks Haokui Zhang Ying Li Peng Wang Yu Liu Chunhua Shen 3DPC 19 9 0 24 Nov 2018
Multi-Level Sensor Fusion with Deep Learning Chen Lin Alexis Lechervy Wei Wu Junjie Yan 3DPC 14 17 0 05 Nov 2018