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
Monocular, One-stage, Regression of Multiple 3D People Yu Sun Qian Bao Wu Liu Yili Fu Michael J. Black Tao Mei 3DH 27 273 0 27 Aug 2020
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose Hongsuk Choi Gyeongsik Moon Kyoung Mu Lee 3DH 30 370 0 20 Aug 2020
Object Properties Inferring from and Transfer for Human Interaction Motions Qian Zheng Weikai Wu Hanting Pan Niloy Mitra Daniel Cohen-Or Hui Huang 25 0 0 20 Aug 2020
Shape Consistent 2D Keypoint Estimation under Domain Shift Levi O. Vasconcelos Massimiliano Mancini Davide Boscaini Samuel Rota Buló Barbara Caputo Elisa Ricci MDE OOD 3DPC 21 2 0 04 Aug 2020
Differentiable Hierarchical Graph Grouping for Multi-Person Pose Estimation Sheng Jin Wentao Liu Enze Xie Wenhai Wang Chao Qian Wanli Ouyang Ping Luo 3DH 35 126 0 23 Jul 2020
Whole-Body Human Pose Estimation in the Wild Sheng Jin Lumin Xu Jin Xu Can Wang Wentao Liu Chao Qian Wanli Ouyang Ping Luo 3DH 141 239 0 23 Jul 2020
Socially and Contextually Aware Human Motion and Pose Forecasting Vida Adeli Ehsan Adeli Ian Reid Juan Carlos Niebles Hamid Rezatofighi 3DH 24 79 0 14 Jul 2020
The Computational Limits of Deep Learning Neil C. Thompson Kristjan Greenewald Keeheon Lee Gabriel F. Manso VLM 26 508 0 10 Jul 2020
VRUNet: Multi-Task Learning Model for Intent Prediction of Vulnerable Road Users Adithya Ranga Filippo Giruzzi Jagdish Bhanushali É. Wirbel P. Pérez Tuan-Hung Vu Xavier Perrotton 22 21 0 10 Jul 2020
Coherent Reconstruction of Multiple Humans from a Single Image W. Jiang Nikos Kolotouros Georgios Pavlakos Xiaowei Zhou Kostas Daniilidis 3DV 3DH 34 182 0 15 Jun 2020
Monocular Human Pose Estimation: A Survey of Deep Learning-based Methods Yucheng Chen Yingli Tian Mingyi He 3DH 25 355 0 02 Jun 2020
Human in Events: A Large-Scale Benchmark for Human-centric Video Analysis in Complex Events Weiyao Lin Huabin Liu Shizhan Liu Yuxi Li Rui Qian Tao Wang Ning Xu H. Xiong Guojun Qi N. Sebe 28 14 0 09 May 2020
Self-supervised Keypoint Correspondences for Multi-Person Pose Estimation and Tracking in Videos U. Rafi Andreas Doering Bastian Leibe Juergen Gall 3DH 31 41 0 27 Apr 2020
Multi-Object Tracking with Siamese Track-RCNN Bing Shuai Andrew G. Berneshawi Davide Modolo Joseph Tighe VOT 16 31 0 16 Apr 2020
Multi-View Matching (MVM): Facilitating Multi-Person 3D Pose Estimation Learning with Action-Frozen People Video Yeji Shen C.-C. Jay Kuo 3DH 19 2 0 11 Apr 2020
Exemplar Fine-Tuning for 3D Human Model Fitting Towards In-the-Wild 3D Human Pose Estimation Hanbyul Joo Natalia Neverova Andrea Vedaldi 3DH 22 154 0 07 Apr 2020
Combining detection and tracking for human pose estimation in videos Manchen Wang Joseph Tighe Davide Modolo VOT 21 109 0 30 Mar 2020
PANDA: A Gigapixel-level Human-centric Video Dataset Xueyan Wang Xiya Zhang Yinheng Zhu Yuchen Guo Xiaoyun Yuan ... Zerun Wang Guiguang Ding D. Brady Qionghai Dai Lu Fang VGen 44 79 0 10 Mar 2020
Transferring Dense Pose to Proximal Animal Classes A. Sanakoyeu Vasil Khalidov Maureen S. McCarthy Andrea Vedaldi Natalia Neverova 3DH 19 60 0 28 Feb 2020
KeypointNet: A Large-scale 3D Keypoint Dataset Aggregated from Numerous Human Annotations Yang You Yujing Lou Chengkun Li Zhoujun Cheng Liangwei Li Lizhuang Ma Weiming Wang Cewu Lu 3DH 3DV 3DPC 16 68 0 28 Feb 2020
4D Association Graph for Realtime Multi-person Motion Capture Using Multiple Video Cameras Yuxiang Zhang Liang An Tao Yu Xiu Li Kun Li Yebin Liu 19 80 0 28 Feb 2020
AnimePose: Multi-person 3D pose estimation and animation Laxman Kumarapu Prerana Mukherjee 3DH 28 54 0 06 Feb 2020
Towards High Performance Human Keypoint Detection Jing Zhang Zhe Chen Dacheng Tao 3DH 90 72 0 03 Feb 2020
Human Correspondence Consensus for 3D Object Semantic Understanding Yujing Lou Yang You Chengkun Li Zhoujun Cheng Liangwei Li Lizhuang Ma Weiming Wang Cewu Lu 3DPC 3DH 3DV 22 2 0 29 Dec 2019
VIBE: Video Inference for Human Body Pose and Shape Estimation Muhammed Kocabas Nikos Athanasiou Michael J. Black 3DH 28 917 0 11 Dec 2019
15 Keypoints Is All You Need Michael Snower Asim Kadav Farley Lai H. Graf VOT 3DH 26 47 0 05 Dec 2019
FollowMeUp Sports: New Benchmark for 2D Human Keypoint Recognition Ying Huang Bin Sun Haipeng Kan Jiankai Zhuang Zengchang Qin 3DH 27 10 0 19 Nov 2019
JRDB: A Dataset and Benchmark of Egocentric Robot Visual Perception of Humans in Built Environments Roberto Martín-Martín Mihir Patel Hamid Rezatofighi Abhijeet Shenoi JunYoung Gwak P. Goebel A. Federman Silvio Savarese 24 23 0 25 Oct 2019
Object landmark discovery through unsupervised adaptation Enrique Sanchez Georgios Tzimiropoulos 21 22 0 21 Oct 2019
NADS-Net: A Nimble Architecture for Driver and Seat Belt Detection via Convolutional Neural Networks Sehyun Chun Nima Hamidi Ghalehjegh Joseph B. Choi C. Schwarz John G. Gaspar D. McGehee Stephen Seung-Yeob Baek 19 23 0 08 Oct 2019
Deep learning tools for the measurement of animal behavior in neuroscience Mackenzie W. Mathis Alexander Mathis 3DV VLM 33 311 0 30 Sep 2019
Deep Predictive Motion Tracking in Magnetic Resonance Imaging: Application to Fetal Imaging Ayush Singh S. Salehi Ali Gholipour MedIm 21 34 0 25 Sep 2019
Pretraining boosts out-of-domain robustness for pose estimation Alexander Mathis Thomas Biasi Steffen Schneider Mert Yüksekgönül Byron Rogers Matthias Bethge Mackenzie W. Mathis OOD 30 122 0 24 Sep 2019
FlatteNet: A Simple Versatile Framework for Dense Pixelwise Prediction Xin Cai Yifei Pu 33 5 0 22 Sep 2019
Target-Specific Action Classification for Automated Assessment of Human Motor Behavior from Video B. Rezaei Yiorgos Christakis B. Ho Kevin C. Thomas K. Erb Sarah Ostadabbas Shyamal Patel 31 11 0 20 Sep 2019
I-SAFE: Instant Suspicious Activity identiFication at the Edge using Fuzzy Decision Making S. Nikouei Yu Chen Alexander J. Aved Erik P. Blasch Timothy R. Faughnan 11 20 0 12 Sep 2019
FastPose: Towards Real-time Pose Estimation and Tracking via Scale-normalized Multi-task Networks Jiabin Zhang Zheng Zhu Wei Zou Peng Li Yanwei Li Hu Su Guan Huang VOT 27 30 0 15 Aug 2019
Movement science needs different pose tracking algorithms Nidhi Seethapathi Shaofei Wang Rachit Saluja Gunnar Blohm Konrad Paul Kording MedIm 14 64 0 24 Jul 2019
Slim DensePose: Thrifty Learning from Sparse Annotations and Motion Cues Natalia Neverova James Thewlis R. Güler Iasonas Kokkinos Andrea Vedaldi 3DH 32 31 0 13 Jun 2019
Exploiting Offset-guided Network for Pose Estimation and Tracking Rui Zhang Zheng Zhu Peng Li Rui Wu Chaoxu Guo Guan Huang Hailun Xia 9 13 0 04 Jun 2019
Pose estimator and tracker using temporal flow maps for limbs Jihye Hwang Jieun Lee Sungheon Park Nojun Kwak 3DH 19 29 0 23 May 2019
LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking G. Ning Heng-Chiao Huang 19 67 0 07 May 2019
Large-scale weakly-supervised pre-training for video action recognition Deepti Ghadiyaram Matt Feiszli Du Tran Xueting Yan Heng Wang D. Mahajan 8 297 0 02 May 2019
Person-in-WiFi: Fine-grained Person Perception using WiFi Fei Wang Sanping Zhou Stanislav Panev Jinsong Han Dong Huang 22 157 0 30 Mar 2019
Multi-person Articulated Tracking with Spatial and Temporal Embeddings Sheng Jin Wentao Liu Wanli Ouyang Chao Qian 14 75 0 21 Mar 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 43 3,999 0 25 Feb 2019
MOTS: Multi-Object Tracking and Segmentation P. Voigtlaender Michael Krause Aljosa Osep Jonathon Luiten Berin Balachandar Gnana Sekar Andreas Geiger Bastian Leibe VOT 42 571 0 10 Feb 2019
A Top-down Approach to Articulated Human Pose Estimation and Tracking G. Ning Ping Liu Xiaochuan Fan Chi Zhang 36 42 0 23 Jan 2019
CamLoc: Pedestrian Location Detection from Pose Estimation on Resource-constrained Smart-cameras Adrian Cosma I. Radoi Valentin Radu 10 3 0 28 Dec 2018
PoseFix: Model-agnostic General Human Pose Refinement Network Gyeongsik Moon Ju Yong Chang Kyoung Mu Lee 15 163 0 10 Dec 2018