Synthetic Occlusion Augmentation with Volumetric Heatmaps for the 2018 ECCV PoseTrack Challenge on 3D Human Pose Estimation

13 September 2018

Papers citing "Synthetic Occlusion Augmentation with Volumetric Heatmaps for the 2018 ECCV PoseTrack Challenge on 3D Human Pose Estimation"

26 / 26 papers shown

Title
How Robust is 3D Human Pose Estimation to Occlusion? István Sárándi Timm Linder Kai O. Arras Bastian Leibe 3DH 43 68 0 28 Aug 2018
Modeling Visual Context is Key to Augmenting Object Detection Datasets Nikita Dvornik Julien Mairal Cordelia Schmid 65 243 0 19 Jul 2018
3D Human Pose Estimation with 2D Marginal Heatmaps Aiden Nibali Zhen He Stuart Morgan L. Prendergast 3DH 59 95 0 05 Jun 2018
Ordinal Depth Supervision for 3D Human Pose Estimation Georgios Pavlakos Xiaowei Zhou Kostas Daniilidis 3DH 45 359 0 10 May 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 93 21,306 0 08 Apr 2018
Multi-Scale Structure-Aware Network for Human Pose Estimation Lipeng Ke Ming-Ching Chang H. Qi Siwei Lyu 3DH 46 271 0 27 Mar 2018
2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning D. Luvizon David Picard Hedi Tabia 3DH 106 484 0 26 Feb 2018
An Occluded Stacked Hourglass Approach to Facial Landmark Localization and Occlusion Estimation Kevan Yuen Mohan M. Trivedi CVBM 41 21 0 05 Feb 2018
Numerical Coordinate Regression with Convolutional Neural Networks Aiden Nibali Zhen He Stuart Morgan L. Prendergast 3DPC 67 212 0 23 Jan 2018
Integral Human Pose Regression Xiao Sun Bin Xiao Fangyin Wei Shuang Liang Yichen Wei 3DH 67 804 0 22 Nov 2017
Random Erasing Data Augmentation Zhun Zhong Liang Zheng Guoliang Kang Shaozi Li Yi Yang 74 3,614 0 16 Aug 2017
Improved Regularization of Convolutional Neural Networks with Cutout Terrance Devries Graham W. Taylor 86 3,739 0 15 Aug 2017
Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection Debidatta Dwibedi Ishan Misra M. Hebert 86 619 0 04 Aug 2017
A simple yet effective baseline for 3d human pose estimation Julieta Martinez Rayat Hossain Javier Romero James J. Little 3DH 79 1,312 0 08 May 2017
Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach Xingyi Zhou Qi-Xing Huang Xiao Sun Xiangyang Xue Yichen Wei 3DH 80 570 0 08 Apr 2017
Compositional Human Pose Regression Xiao Sun Jiaxiang Shang Shuang Liang Yichen Wei 3DH 64 527 0 01 Apr 2017
Snapshot Ensembles: Train 1, get M for free Gao Huang Yixuan Li Geoff Pleiss Zhuang Liu John E. Hopcroft Kilian Q. Weinberger OOD FedML UQCV 113 942 0 01 Apr 2017
Synthesizing Training Data for Object Detection in Indoor Scenes G. Georgakis Arsalan Mousavian Alexander C. Berg Jana Kosecka 3DPC ObjD 47 205 0 25 Feb 2017
Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose Georgios Pavlakos Xiaowei Zhou Konstantinos G. Derpanis Kostas Daniilidis 3DH 87 883 0 23 Nov 2016
Deep Kinematic Pose Regression Xingyi Zhou Xiao Sun Wei Zhang Shuang Liang Yichen Wei 3DH 56 264 0 17 Sep 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 93 5,017 0 22 Mar 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 288 10,149 0 16 Mar 2016
Sparseness Meets Deepness: 3D Human Pose Estimation from Monocular Video Xiaowei Zhou Menglong Zhu Spyridon Leonardos Konstantinos G. Derpanis Kostas Daniilidis 3DH 57 423 0 30 Nov 2015
Direct Prediction of 3D Body Poses from Motion Compensated Sequences Bugra Tekin Artem Rozantsev Vincent Lepetit Pascal Fua 3DH 47 206 0 20 Nov 2015
Cyclical Learning Rates for Training Neural Networks L. Smith ODL 118 2,515 0 03 Jun 2015
End-to-End Training of Deep Visuomotor Policies Sergey Levine Chelsea Finn Trevor Darrell Pieter Abbeel BDL 228 3,418 0 02 Apr 2015