PoseTrack: A Benchmark for Human Pose Estimation and Tracking

27 October 2017

Juergen Gall

Bernt Schiele

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Papers citing "PoseTrack: A Benchmark for Human Pose Estimation and Tracking"

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Title
A Framework for Fast Prototyping of Photo-realistic Environments with Multiple Pedestrians Sara Casao A. Otero Álvaro Serra-Gómez Ana C. Murillo Javier Alonso-Mora Eduardo Montijano VGen 223 2 0 14 Apr 2023
Best Practices for 2-Body Pose Forecasting Muhammad Rameez Ur Rahman Luca Scofano Edoardo De Matteis Alessandro Flaborea Alessio Sampieri Fabio Galasso 30 9 0 12 Apr 2023
CIMI4D: A Large Multimodal Climbing Motion Dataset under Human-scene Interactions Ming Yan Xin Wang Yudi Dai Siqiu Shen Chenglu Wen Lan Xu Yuexin Ma Cheng-i Wang 29 22 0 31 Mar 2023
Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation Wenhao Chai Zhongyu Jiang Lei Li Gaoang Wang 3DH 22 22 0 29 Mar 2023
Global-to-Local Modeling for Video-based 3D Human Pose and Shape Estimation Xi Shen Zongxin Yang Xiaohan Wang Jianxin Ma Chang Zhou Yezhou Yang ViT 3DH 36 34 0 26 Mar 2023
OmniTracker: Unifying Object Tracking by Tracking-with-Detection Junke Wang Dongdong Chen Zuxuan Wu Chong Luo Xiyang Dai Lu Yuan Yu-Gang Jiang VOT 25 12 0 21 Mar 2023
PSVT: End-to-End Multi-person 3D Pose and Shape Estimation with Progressive Video Transformers Zhongwei Qiu Qiansheng Yang Jian Wang Haocheng Feng Junyu Han Errui Ding Chang-hui Xu Dongmei Fu Jingdong Wang ViT 39 25 0 16 Mar 2023
SLOPER4D: A Scene-Aware Dataset for Global 4D Human Pose Estimation in Urban Environments Yudi Dai Yi Lin Xiping Lin Chenglu Wen Lan Xu Hongwei Yi Siqiu Shen Yuexin Ma China 3DH 33 40 0 16 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
HumanBench: Towards General Human-centric Perception with Projector Assisted Pretraining Shixiang Tang Cheng Chen Qingsong Xie Meilin Chen Yizhou Wang ... Feng Zhu Haiyang Yang Li Yi Rui Zhao Wanli Ouyang VLM 32 36 0 10 Mar 2023
UniHCP: A Unified Model for Human-Centric Perceptions Yuanzheng Ci Yizhou Wang Meilin Chen Shixiang Tang Lei Bai Feng Zhu Rui Zhao F. Yu Donglian Qi Wanli Ouyang 82 51 0 06 Mar 2023
Human-Art: A Versatile Human-Centric Dataset Bridging Natural and Artificial Scenes Xu Ju Ailing Zeng Jianan Wang Qian Xu Lei Zhang 3DH 38 45 0 05 Mar 2023
Capturing the motion of every joint: 3D human pose and shape estimation with independent tokens Sen Yang Wen Heng Gang Liu Guozhong Luo Wankou Yang Gang Yu 3DH ViT 30 11 0 01 Mar 2023
Decoupling Human and Camera Motion from Videos in the Wild Vickie Ye Georgios Pavlakos Jitendra Malik Angjoo Kanazawa 3DH 28 84 0 24 Feb 2023
Building Scalable Video Understanding Benchmarks through Sports Aniket Agarwal Alex Zhang Karthik Narasimhan Igor Gilitschenski Vishvak Murahari Yash Kant 19 1 0 17 Jan 2023
DensePose From WiFi Jiaqi Geng Dong Huang Fernando de la Torre 3DH 38 20 0 31 Dec 2022
Learning 3D Human Pose Estimation from Dozens of Datasets using a Geometry-Aware Autoencoder to Bridge Between Skeleton Formats István Sárándi Alexander Hermans Bastian Leibe 3DH 47 41 0 29 Dec 2022
NeMo: 3D Neural Motion Fields from Multiple Video Instances of the Same Action Kuan-Chieh Jackson Wang Zhenzhen Weng M. Xenochristou Joao Pedro Araujo Jeffrey Gu Chenxi Liu Serena Yeung 3DH 34 2 0 28 Dec 2022
Human Health Indicator Prediction from Gait Video Ziqing Li Xue-Jing Yu Xiaocong Lian Yifeng Wang Xiangyang Ji CVBM 21 0 0 25 Dec 2022
FLAG3D: A 3D Fitness Activity Dataset with Language Instruction Yansong Tang Jinpeng Liu Aoyang Liu B. Yang Wen-Dao Dai Yongming Rao Jiwen Lu Jie Zhou Xiu Li 49 22 0 09 Dec 2022
Kinematic-aware Hierarchical Attention Network for Human Pose Estimation in Videos Kyung-Min Jin Byoung-Sung Lim Gun-Hee Lee Tae-Kyung Kang Seong-Whan Lee 3DH 33 12 0 29 Nov 2022
Weakly-supervised Pre-training for 3D Human Pose Estimation via Perspective Knowledge Zhongwei Qiu Kai Qiu Jianlong Fu Dongmei Fu 3DH 27 26 0 22 Nov 2022
TAP-Vid: A Benchmark for Tracking Any Point in a Video Carl Doersch Ankush Gupta L. Markeeva Adrià Recasens Lucas Smaira Y. Aytar João Carreira Andrew Zisserman Yezhou Yang 35 153 0 07 Nov 2022
AlphaPose: Whole-Body Regional Multi-Person Pose Estimation and Tracking in Real-Time Haoshu Fang Jiefeng Li Hongyang Tang Chaoshun Xu Haoyi Zhu Yuliang Xiu Yong-Lu Li Cewu Lu 3DH 54 406 0 07 Nov 2022
Self-Supervised Learning via Maximum Entropy Coding Xin Liu Zhongdao Wang Yali Li Shengjin Wang SSL 39 40 0 20 Oct 2022
JRDB-Pose: A Large-scale Dataset for Multi-Person Pose Estimation and Tracking Edward Vendrow Duy-Tho Le Jianfei Cai Hamid Rezatofighi 27 31 0 20 Oct 2022
MotionBERT: A Unified Perspective on Learning Human Motion Representations Wenjie Zhu Xiaoxuan Ma Zhaoyang Liu Libin Liu Wayne Wu Yizhou Wang 3DH 34 142 0 12 Oct 2022
Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms Huijuan Pang Zhongang Cai Lei Yang Tianwei Zhang Ziwei Liu 3DH 59 29 0 21 Sep 2022
Surya Namaskar: real-time advanced yoga pose recognition and correction for smart healthcare Abhishek Sharma Pranjal Sharma Darshan Pincha Prateek Jain CVBM 14 6 0 06 Sep 2022
MotionDiffuse: Text-Driven Human Motion Generation with Diffusion Model Mingyuan Zhang Zhongang Cai Liang Pan Fangzhou Hong Xinying Guo Lei Yang Ziwei Liu DiffM VGen 58 541 0 31 Aug 2022
ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild Lumin Xu Sheng Jin Wentao Liu Chao Qian Wanli Ouyang Ping Luo Xiaogang Wang 3DH 26 36 0 23 Aug 2022
PoseTrans: A Simple Yet Effective Pose Transformation Augmentation for Human Pose Estimation Wentao Jiang Sheng Jin Wentao Liu Chao Qian Ping Luo Sishuo Liu ViT 32 24 0 16 Aug 2022
Live Stream Temporally Embedded 3D Human Body Pose and Shape Estimation Zhouping Wang Sarah Ostadabbas 3DH 29 5 0 25 Jul 2022
Pose for Everything: Towards Category-Agnostic Pose Estimation Lumin Xu Sheng Jin Wang Zeng Wentao Liu Chao Qian Wanli Ouyang Ping Luo Xiaogang Wang 10 36 0 21 Jul 2022
OTPose: Occlusion-Aware Transformer for Pose Estimation in Sparsely-Labeled Videos Kyung-Min Jin Gun-Hee Lee Seongyeong Lee ViT 36 12 0 20 Jul 2022
Human keypoint detection for close proximity human-robot interaction J. Dočekal Jakub Rozlivek Jirí Matas Matej Hoffmann 3DH 45 15 0 15 Jul 2022
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior Buzhen Huang Y. Shu Jingyi Ju Yangang Wang 3DH 26 12 0 12 Jul 2022
Snipper: A Spatiotemporal Transformer for Simultaneous Multi-Person 3D Pose Estimation Tracking and Forecasting on a Video Snippet Shihao Zou Yuanlu Xu Chao Li Lingni Ma Li Cheng Minh Vo 32 15 0 09 Jul 2022
Jointly Harnessing Prior Structures and Temporal Consistency for Sign Language Video Generation Yuchen Suo Zhedong Zheng Xiaohan Wang Bang Zhang Yi Yang SLR 31 16 0 08 Jul 2022
A View Independent Classification Framework for Yoga Postures Mustafa Chasmai Nirjhar Das Aman Bhardwaj Rahul Garg 33 22 0 27 Jun 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 20 38 0 12 Jun 2022
Efficient Human Pose Estimation via 3D Event Point Cloud Jiaan Chen Haowen Shi Yaozu Ye Kailun Yang Lei Sun Kaiwei Wang 3DPC 3DH 35 25 0 09 Jun 2022
Cannot See the Forest for the Trees: Aggregating Multiple Viewpoints to Better Classify Objects in Videos Sukjun Hwang Miran Heo Seoung Wug Oh Seon Joo Kim VOT 30 6 0 05 Jun 2022
Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey Gaoang Wang Xiuming Zhang Lei Li VOT 61 15 0 22 May 2022
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints Xingzhe He Bastian Wandt Helge Rhodin SSL 3DH 3DPC 36 18 0 21 May 2022
HuMMan: Multi-Modal 4D Human Dataset for Versatile Sensing and Modeling Zhongang Cai Daxuan Ren Ailing Zeng Zhengyu Lin Tao Yu ... Fangzhou Hong Mingyuan Zhang Chen Change Loy Lei Yang Ziwei Liu 3DH 39 101 0 28 Apr 2022
2D Human Pose Estimation: A Survey Haoming Chen Runyang Feng Sifan Wu Hao Xu F. Zhou Zhenguang Liu 3DH 27 55 0 15 Apr 2022
Temporal Feature Alignment and Mutual Information Maximization for Video-Based Human Pose Estimation Zhenguang Liu Runyang Feng Haoming Chen Shuang Wu Yixing Gao Yunjun Gao Xiang Wang 43 42 0 29 Mar 2022
LiDARCap: Long-range Marker-less 3D Human Motion Capture with LiDAR Point Clouds Jialian Li Jingyi Zhang Zhiyong Wang Siqi Shen Chenglu Wen Yuexin Ma Lan Xu Jingyi Yu Cheng-i Wang 3DPC 26 29 0 28 Mar 2022
Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video Wen-Li Wei Jen-Chun Lin Tyng-Luh Liu H. Liao 3DH 19 81 0 16 Mar 2022