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
Human-Aware Object Placement for Visual Environment Reconstruction Hongwei Yi C. Huang Dimitrios Tzionas Muhammed Kocabas Mohamed Hassan Siyu Tang Justus Thies Michael J. Black 3DH 34 62 0 07 Mar 2022
Didn't see that coming: a survey on non-verbal social human behavior forecasting Germán Barquero Johnny Núnez Sergio Escalera Zhen Xu Wei-Wei Tu Isabelle M Guyon Cristina Palmero AI4TS 34 21 0 04 Mar 2022
Recovering 3D Human Mesh from Monocular Images: A Survey Yating Tian Hongwen Zhang Yebin Liu Limin Wang 3DH 35 126 0 03 Mar 2022
Tracking People by Predicting 3D Appearance, Location & Pose Jathushan Rajasegaran Georgios Pavlakos Angjoo Kanazawa Jitendra Malik 3DH 27 15 0 08 Dec 2021
Understanding Pixel-level 2D Image Semantics with 3D Keypoint Knowledge Engine Yang You Chengkun Li Yujing Lou Zhoujun Cheng Liangwei Li Lizhuang Ma Weiming Wang Cewu Lu 3DV 3DPC 27 1 0 21 Nov 2021
Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation William J. McNally Kanav Vats Alexander Wong J. McPhee 31 62 0 16 Nov 2021
Keypoint Message Passing for Video-based Person Re-Identification Di Chen Andreas Doering Shanshan Zhang Jian Yang Juergen Gall Bernt Schiele 33 20 0 16 Nov 2021
Pose Recognition in the Wild: Animal pose estimation using Agglomerative Clustering and Contrastive Learning Samayan Bhattacharya Sk Shahnawaz 25 1 0 16 Nov 2021
Tracking People with 3D Representations Jathushan Rajasegaran Georgios Pavlakos Angjoo Kanazawa Jitendra Malik 3DH 33 26 0 15 Nov 2021
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation Zi-Jun Li Bo Xu Han Huang Cheng Lu Yandong Guo 3DH 23 13 0 22 Oct 2021
DG-Labeler and DGL-MOTS Dataset: Boost the Autonomous Driving Perception Yiming Cui Zhiwen Cao Yixin Xie Xingyu Jiang Feng Tao Yingjie Chen Lin Li Dongfang Liu 21 24 0 15 Oct 2021
Simple Baseline for Single Human Motion Forecasting Chenxi Wang Yunfeng Wang Zixuan Huang Zhiwen Chen 3DH 34 22 0 14 Oct 2021
A Survey on Deep Learning for Skeleton-Based Human Animation Lucas Mourot Ludovic Hoyet F. Clerc Francois Schnitzler Pierre Hellier 3DH 34 78 0 13 Oct 2021
A Review on Human Pose Estimation Rohit Josyula Sarah Ostadabbas CVBM 24 13 0 13 Oct 2021
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation Guillem Brasó Nikita Kister Laura Leal-Taixé 3DPC 16 40 0 11 Oct 2021
Encoder-decoder with Multi-level Attention for 3D Human Shape and Pose Estimation Ziniu Wan Zhengjia Li Maoqing Tian Jianbo Liu Shuai Yi Hongsheng Li 3DH 35 80 0 06 Sep 2021
MOTSynth: How Can Synthetic Data Help Pedestrian Detection and Tracking? Matteo Fabbri Guillem Brasó Gianluca Maugeri Orcun Cetintas Riccardo Gasparini Aljosa Osep Simone Calderara Laura Leal-Taixe Rita Cucchiara ViT 40 106 0 21 Aug 2021
Human Pose and Shape Estimation from Single Polarization Images Shihao Zou Wei Ji Sen Wang Yiming Qian Chuan Guo Li Cheng 3DH 43 22 0 15 Aug 2021
Learning Local Recurrent Models for Human Mesh Recovery Runze Li Srikrishna Karanam Ren Li Terrence Chen B. Bhanu Ziyan Wu 3DH 28 5 0 27 Jul 2021
Relation-Based Associative Joint Location for Human Pose Estimation in Videos Yonghao Dang Jianqin Yin Shaojie Zhang 3DH 37 21 0 08 Jul 2021
Do Different Tracking Tasks Require Different Appearance Models? Zhongdao Wang Hengshuang Zhao Yali Li Shengjin Wang Philip Torr Luca Bertinetto 39 82 0 05 Jul 2021
Single View Physical Distance Estimation using Human Pose Xiaohan Fei Henry Wang Xiangyu Zeng L. Cheong Meng Wang Joseph Tighe 17 9 0 18 Jun 2021
Learning Dynamics via Graph Neural Networks for Human Pose Estimation and Tracking Yiding Yang Zhou Ren Haoxiang Li Chunluan Zhou Xinchao Wang G. Hua 3DH 19 66 0 07 Jun 2021
ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search Lumin Xu Yingda Guan Sheng Jin Wentao Liu Chao Qian Ping Luo Wanli Ouyang Xiaogang Wang 31 52 0 21 May 2021
Multi-Person Extreme Motion Prediction Wen Guo Xiaoyu Bie Xavier Alameda-Pineda Francesc Moreno-Noguer 3DH 31 71 0 18 May 2021
Body Meshes as Points Jianfeng Zhang Dongdong Yu Jun Hao Liew Xuecheng Nie Jiashi Feng 3DH 22 64 0 06 May 2021
MarkerPose: Robust Real-time Planar Target Tracking for Accurate Stereo Pose Estimation Jhacson Meza L. Romero A. Marrugo 3DV 28 10 0 02 May 2021
Recent Advances in Monocular 2D and 3D Human Pose Estimation: A Deep Learning Perspective Wu Liu Qian Bao Yu Sun Tao Mei 3DH 38 163 0 23 Apr 2021
Learning to Estimate Robust 3D Human Mesh from In-the-Wild Crowded Scenes Hongsuk Choi Gyeongsik Moon J. Park Kyoung Mu Lee 3DH 14 83 0 15 Apr 2021
TRiPOD: Human Trajectory and Pose Dynamics Forecasting in the Wild Vida Adeli Mahsa Ehsanpour Ian Reid Juan Carlos Niebles Silvio Savarese Ehsan Adeli Hamid Rezatofighi 36 58 0 08 Apr 2021
SIMPLE: SIngle-network with Mimicking and Point Learning for Bottom-up Human Pose Estimation Jiabin Zhang Zheng Zhu Jiwen Lu Junjie Huang Guan Huang Jie Zhou 3DH 29 14 0 06 Apr 2021
FixMyPose: Pose Correctional Captioning and Retrieval Hyounghun Kim Abhaysinh Zala Graham Burri Joey Tianyi Zhou 36 16 0 04 Apr 2021
Learning to Track Instances without Video Annotations Yang Fu Sifei Liu Umar Iqbal Shalini De Mello Humphrey Shi Jan Kautz VOS 34 23 0 01 Apr 2021
Self-Attentive 3D Human Pose and Shape Estimation from Videos Yun-Chun Chen Marco Piccirilli Robinson Piramuthu Ming-Hsuan Yang 3DH 25 11 0 26 Mar 2021
Deep Dual Consecutive Network for Human Pose Estimation Zhenguang Liu Haoming Chen Runyang Feng Shuang Wu S. Ji Bailin Yang Xun Wang 3DH 31 107 0 12 Mar 2021
OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association S. Kreiss Lorenzo Bertoni Alexandre Alahi 21 127 0 03 Mar 2021
A Generic Object Re-identification System for Short Videos Tairu Qiu Guanxian Chen Zhongang Qi Bin Li Ying Shan Xiangyang Xue 36 0 0 10 Feb 2021
Multi-Instance Pose Networks: Rethinking Top-Down Pose Estimation Rawal Khirodkar Visesh Chari Amit Agrawal A. Tyagi 19 67 0 27 Jan 2021
Temporally Guided Articulated Hand Pose Tracking in Surgical Videos Nathan Louis Luowei Zhou S. Yule R. Dias Milisa Manojlovich F. Pagani D. Likosky Jason J. Corso 39 10 0 12 Jan 2021
Deep Learning-Based Human Pose Estimation: A Survey Ce Zheng Wenhan Wu Chong Chen Taojiannan Yang Sijie Zhu Ju Shen N. Kehtarnavaz M. Shah 3DH 105 566 0 24 Dec 2020
Skeleton-based Approaches based on Machine Vision: A Survey Jie Li Binglin Li Min Gao 32 1 0 23 Dec 2020
Continuous Surface Embeddings Natalia Neverova David Novotny Vasil Khalidov Marc Szafraniec Patrick Labatut Andrea Vedaldi 3DH 3DV 33 85 0 24 Nov 2020
GMOT-40: A Benchmark for Generic Multiple Object Tracking Hexin Bai Wensheng Cheng Peng Chu Juehuan Liu Kai Zhang Haibin Ling VOT 25 42 0 24 Nov 2020
EWareNet: Emotion Aware Human Intent Prediction and Adaptive Spatial Profile Fusion for Social Robot Navigation V. Narayanan Bala Murali Manoghar Rama Prashanth RV Aniket Bera 31 11 0 18 Nov 2020
Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video Hongsuk Choi Gyeongsik Moon Ju Yong Chang Kyoung Mu Lee 3DH 22 205 0 17 Nov 2020
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer William J. McNally Kanav Vats Alexander Wong J. McPhee 3DH 30 16 0 17 Nov 2020
PoseTrackReID: Dataset Description Andreas Doering Di Chen Shanshan Zhang Bernt Schiele Juergen Gall 21 0 0 12 Nov 2020
MOTChallenge: A Benchmark for Single-Camera Multiple Target Tracking Patrick Dendorfer Aljosa Osep Anton Milan Konrad Schindler Daniel Cremers Ian Reid Stefan Roth Laura Leal-Taixé VOT 19 262 0 15 Oct 2020
A Real-Time Predictive Pedestrian Collision Warning Service for Cooperative Intelligent Transportation Systems Using 3D Pose Estimation Ue-Hwan Kim Dongho Ka H. Yeo Jong-hwan Kim 27 2 0 23 Sep 2020
HOTA: A Higher Order Metric for Evaluating Multi-Object Tracking Jonathon Luiten Aljosa Osep Patrick Dendorfer Philip Torr Andreas Geiger Laura Leal-Taixe Bastian Leibe VOT 30 878 0 16 Sep 2020