Human Pose-based Estimation, Tracking and Action Recognition with Deep
Learning: A Survey

Human Pose-based Estimation, Tracking and Action Recognition with Deep Learning: A Survey

19 October 2023

Papers citing "Human Pose-based Estimation, Tracking and Action Recognition with Deep Learning: A Survey"

18 / 18 papers shown

Title
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot Fabien Baradel M. Armando Salma Galaaoui Romain Brégier Philippe Weinzaepfel Grégory Rogez Thomas Lucas 3DH 39 18 0 22 Feb 2024
Part Aware Contrastive Learning for Self-Supervised Action Recognition Yilei Hua Wenhan Wu Ce Zheng Aidong Lu Mengyuan Liu Cheng Chen Shiqian Wu SSL 105 35 0 01 May 2023
Prompt-Guided Zero-Shot Anomaly Action Recognition using Pretrained Deep Skeleton Features Fumiaki Sato Ryo Hachiuma Taiki Sekii 50 22 0 27 Mar 2023
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation Wenkang Shan Zhenhua Liu Xinfeng Zhang Zhao Wang Kai Han Shanshe Wang Siwei Ma Wen Gao DiffM 58 86 0 21 Mar 2023
Mutual Information-Based Temporal Difference Learning for Human Pose Estimation in Video Runyang Feng Yixing Gao Xueqi Ma Tze Ho Elden Tse H. Chang 3DH 44 21 0 15 Mar 2023
DistilPose: Tokenized Pose Regression with Heatmap Distillation Suhang Ye Yingyi Zhang Jie Hu Liujuan Cao Shengchuan Zhang Lei Shen Jun Wang Shouhong Ding Rongrong Ji 30 19 0 04 Mar 2023
Focal and Global Spatial-Temporal Transformer for Skeleton-based Action Recognition Zhimin Gao Peitao Wang Pei Lv Xiaoheng Jiang Qi-dong Liu Pichao Wang Mingliang Xu Wanqing Li ViT 52 27 0 06 Oct 2022
SkeletonMAE: Spatial-Temporal Masked Autoencoders for Self-supervised Skeleton Action Recognition Wenhan Wu Yilei Hua Ce Zheng Shi-Bao Wu Cheng Chen Aidong Lu ViT 32 31 0 01 Sep 2022
Direct Multi-view Multi-person 3D Pose Estimation Tao Wang Jianfeng Zhang Yujun Cai Shuicheng Yan Jiashi Feng 3DH 37 89 0 07 Nov 2021
ByteTrack: Multi-Object Tracking by Associating Every Detection Box Yifu Zhang Pei Sun Yi-Xin Jiang Dongdong Yu Fucheng Weng Zehuan Yuan Ping Luo Wenyu Liu Xinggang Wang VOT 107 1,330 0 13 Oct 2021
STAR: Sparse Transformer-based Action Recognition Feng Shi Chonghan Lee Liang Qiu Yizhou Zhao Tianyi Shen Shivran Muralidhar Tian Han Song-Chun Zhu V. Narayanan ViT 21 26 0 15 Jul 2021
TransPose: Keypoint Localization via Transformer Sen Yang Zhibin Quan Mu Nie Wankou Yang ViT 143 262 0 28 Dec 2020
Deep Learning-Based Human Pose Estimation: A Survey Ce Zheng Wenhan Wu Cheng Chen Taojiannan Yang Sijie Zhu Ju Shen N. Kehtarnavaz M. Shah 3DH 103 565 0 24 Dec 2020
Pose And Joint-Aware Action Recognition Anshul B. Shah Shlok Kumar Mishra Ankan Bansal Jun-Cheng Chen Ramalingam Chellappa Abhinav Shrivastava 39 33 0 16 Oct 2020
SMAP: Single-Shot Multi-Person Absolute 3D Pose Estimation Jianan Zhen Qi Fang Jiaming Sun Wentao Liu Wei Jiang Hujun Bao Xiaowei Zhou 3DH 118 96 0 26 Aug 2020
Peeking into occluded joints: A novel framework for crowd pose estimation Lingteng Qiu Xuanye Zhang Yanran Li Guanbin Li Xiaojun Wu Zixiang Xiong Xiaoguang Han Shuguang Cui 94 72 0 23 Mar 2020
Learning Delicate Local Representations for Multi-Person Pose Estimation Yuanhao Cai Zhicheng Wang Zhengxiong Luo Binyi Yin Angang Du Haoqian Wang Xinming Zhang Xinyu Zhou Erjin Zhou Jian Sun 119 169 0 09 Mar 2020
Single-Stage Multi-Person Pose Machines Xuecheng Nie Jianfeng Zhang Shuicheng Yan Jiashi Feng 3DH 106 218 0 24 Aug 2019