SimPose: Effectively Learning DensePose and Surface Normals of People from Simulated Data

30 July 2020

Papers citing "SimPose: Effectively Learning DensePose and Surface Normals of People from Simulated Data"

45 / 45 papers shown

Title
Batch Normalization Biases Residual Blocks Towards the Identity Function in Deep Networks Soham De Samuel L. Smith ODL 57 20 0 24 Feb 2020
Gradient Surgery for Multi-Task Learning Tianhe Yu Saurabh Kumar Abhishek Gupta Sergey Levine Karol Hausman Chelsea Finn 145 1,209 0 19 Jan 2020
DenseRaC: Joint 3D Pose and Shape Estimation by Dense Render-and-Compare Yuanlu Xu Song-Chun Zhu Tony Tung 3DH 64 193 0 30 Sep 2019
Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop Nikos Kolotouros Georgios Pavlakos Michael J. Black Kostas Daniilidis 3DH 93 984 0 27 Sep 2019
Slim DensePose: Thrifty Learning from Sparse Annotations and Motion Cues Natalia Neverova James Thewlis R. Güler Iasonas Kokkinos Andrea Vedaldi 3DH 78 31 0 13 Jun 2019
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization Shunsuke Saito Zeng Huang Ryota Natsume Shigeo Morishima Angjoo Kanazawa Hao Li 3DH 135 1,256 0 13 May 2019
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image Georgios Pavlakos Vasileios Choutas N. Ghorbani Timo Bolkart Ahmed A. A. Osman Dimitrios Tzionas Michael J. Black 3DH 48 1,710 0 11 Apr 2019
DeepHuman: 3D Human Reconstruction from a Single Image Zerong Zheng Tao Yu Yixuan Wei Qionghai Dai Yebin Liu 3DH 85 339 0 15 Mar 2019
Learning to Reconstruct People in Clothing from a Single RGB Camera Thiemo Alldieck M. Magnor Bharat Lal Bhatnagar Christian Theobalt Gerard Pons-Moll 3DH 71 329 0 14 Mar 2019
Domain Adaptation for Structured Output via Discriminative Patch Representations Yi-Hsuan Tsai Kihyuk Sohn S. Schulter Manmohan Chandraker OOD 79 320 0 16 Jan 2019
Monocular Total Capture: Posing Face, Body, and Hands in the Wild Donglai Xiang Hanbyul Joo Yaser Sheikh CVBM 3DH 71 326 0 04 Dec 2018
Understanding Batch Normalization Johan Bjorck Carla P. Gomes B. Selman Kilian Q. Weinberger 126 609 0 01 Jun 2018
Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer Haoshu Fang Guansong Lu Xiaolin Fang Jianwen Xie Yu-Wing Tai Cewu Lu 3DH MedIm 61 122 0 11 May 2018
Simple Baselines for Human Pose Estimation and Tracking Bin Xiao Haiping Wu Yichen Wei 3DH VOT 113 1,784 0 17 Apr 2018
Neural Kinematic Networks for Unsupervised Motion Retargetting Ruben Villegas Jimei Yang Duygu Ceylan Honglak Lee GAN 70 216 0 16 Apr 2018
BodyNet: Volumetric Inference of 3D Human Body Shapes Gül Varol Duygu Ceylan Bryan C. Russell Jimei Yang Ersin Yumer Ivan Laptev Cordelia Schmid 3DH 39 429 0 13 Apr 2018
PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model George Papandreou Tyler Lixuan Zhu Liang-Chieh Chen Spyros Gidaris Jonathan Tompson Kevin Patrick Murphy 40 543 0 22 Mar 2018
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 259 1,402 0 01 Feb 2018
End-to-end Recovery of Human Shape and Pose Angjoo Kanazawa Michael J. Black David Jacobs Jitendra Malik 3DH 198 1,789 0 18 Dec 2017
Cascaded Pyramid Network for Multi-Person Pose Estimation Yilun Chen Zhicheng Wang Yuxiang Peng Zhiqiang Zhang Gang Yu Jian Sun 123 1,426 0 20 Nov 2017
A simple yet effective baseline for 3d human pose estimation Julieta Martinez Rayat Hossain Javier Romero James J. Little 3DH 99 1,313 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 83 570 0 08 Apr 2017
Domain Randomization for Transferring Deep Neural Networks from Simulation to the Real World Joshua Tobin Rachel Fong Alex Ray Jonas Schneider Wojciech Zaremba Pieter Abbeel 216 2,959 0 20 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 806 11,866 0 09 Mar 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 257 4,653 0 17 Feb 2017
Towards Accurate Multi-person Pose Estimation in the Wild George Papandreou Tyler Lixuan Zhu Nori Kanazawa Alexander Toshev Jonathan Tompson C. Bregler Kevin Patrick Murphy 3DH 134 804 0 06 Jan 2017
Learning from Synthetic Humans Gül Varol Javier Romero Xavier Martin Naureen Mahmood Michael J. Black Ivan Laptev Cordelia Schmid 3DH 93 972 0 05 Jan 2017
Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks Konstantinos Bousmalis N. Silberman David Dohan D. Erhan Dilip Krishnan OOD GAN 146 1,535 0 16 Dec 2016
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Tomas Simon S. Wei Yaser Sheikh 3DH 147 6,528 0 24 Nov 2016
Associative Embedding: End-to-End Learning for Joint Detection and Grouping Alejandro Newell Zhiao Huang Jia Deng 83 920 0 16 Nov 2016
Understanding deep learning requires rethinking generalization Chiyuan Zhang Samy Bengio Moritz Hardt Benjamin Recht Oriol Vinyals HAI 312 4,623 0 10 Nov 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 217 18,195 0 02 Jun 2016
Synthesizing Training Images for Boosting Human 3D Pose Estimation Wenzheng Chen Huan Wang Yangyan Li Hao Su Zhenhua Wang Changhe Tu Dani Lischinski Daniel Cohen-Or Baoquan Chen 3DH 81 292 0 10 Apr 2016
Semantic Object Parsing with Graph LSTM Xiaodan Liang Xiaohui Shen Jiashi Feng Liang Lin Shuicheng Yan 161 354 0 23 Mar 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 115 5,024 0 22 Mar 2016
Convolutional Pose Machines S. Wei V. Ramakrishna T. Kanade Yaser Sheikh 3DV SSL 92 2,743 0 30 Jan 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.9K 193,426 0 10 Dec 2015
Sparseness Meets Deepness: 3D Human Pose Estimation from Monocular Video Xiaowei Zhou Menglong Zhu Spyridon Leonardos Konstantinos G. Derpanis Kostas Daniilidis 3DH 60 423 0 30 Nov 2015
Constrained Convolutional Neural Networks for Weakly Supervised Segmentation Deepak Pathak Philipp Krahenbuhl Trevor Darrell SSeg 83 613 0 11 Jun 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 366 9,467 0 28 May 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 417 43,234 0 11 Feb 2015
Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation Jonathan Tompson Arjun Jain Yann LeCun C. Bregler 3DH 133 1,536 0 11 Jun 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 369 43,524 0 01 May 2014
Learning Human Pose Estimation Features with Convolutional Networks Arjun Jain Jonathan Tompson Mykhaylo Andriluka Graham W. Taylor C. Bregler SSL 3DH 72 214 0 27 Dec 2013
DeepPose: Human Pose Estimation via Deep Neural Networks Alexander Toshev Christian Szegedy 3DH 159 2,769 0 17 Dec 2013