3D Human Pose, Shape and Texture from Low-Resolution Images and Videos

11 March 2021

Xiangyu Xu

Hao Chen

Francesc Moreno-Noguer

Papers citing "3D Human Pose, Shape and Texture from Low-Resolution Images and Videos"

46 / 46 papers shown

Title
3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning Xiangyu Xu Hao Chen Francesc Moreno-Noguer László A. Jeni Fernando de la Torre 3DH 31 50 0 27 Jul 2020
ReZero is All You Need: Fast Convergence at Large Depth Thomas C. Bachlechner Bodhisattwa Prasad Majumder H. H. Mao G. Cottrell Julian McAuley AI4CE 47 277 0 10 Mar 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 158 18,523 0 13 Feb 2020
VIBE: Video Inference for Human Body Pose and Shape Estimation Muhammed Kocabas Nikos Athanasiou Michael J. Black 3DH 47 920 0 11 Dec 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 83 11,959 0 13 Nov 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 62 983 0 27 Sep 2019
Predicting 3D Human Dynamics from Video Jason Y. Zhang Panna Felsen Angjoo Kanazawa Jitendra Malik 3DH 35 110 0 13 Aug 2019
Sim2real transfer learning for 3D human pose estimation: motion to the rescue Carl Doersch Andrew Zisserman 3DH 20 155 0 04 Jul 2019
Contrastive Multiview Coding Yonglong Tian Dilip Krishnan Phillip Isola SSL 123 2,385 0 13 Jun 2019
Towards Real Scene Super-Resolution with Raw Images Xiangyu Xu Yongrui Ma Wenxiu Sun SupR 54 105 0 29 May 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 127 1,253 0 13 May 2019
Tex2Shape: Detailed Full Human Body Geometry From a Single Image Thiemo Alldieck Gerard Pons-Moll Christian Theobalt M. Magnor 3DH 37 326 0 18 Apr 2019
3DPeople: Modeling the Geometry of Dressed Humans Albert Pumarola Jordi Sanchez G. Choi Alberto Sanfeliu Francesc Moreno-Noguer 3DH 33 127 0 09 Apr 2019
Re-Identification Supervised Texture Generation Jian Wang Mingliang Xu Yachun Li Chi Zhang Yichen Wei 3DH 63 29 0 06 Apr 2019
AMASS: Archive of Motion Capture as Surface Shapes Naureen Mahmood N. Ghorbani N. Troje Gerard Pons-Moll Michael J. Black 3DH 28 1,236 0 05 Apr 2019
DeepHuman: 3D Human Reconstruction from a Single Image Zerong Zheng Tao Yu Yixuan Wei Qionghai Dai Yebin Liu 3DH 75 338 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 63 328 0 14 Mar 2019
SiCloPe: Silhouette-Based Clothed People Ryota Natsume Shunsuke Saito Zeng Huang Weikai Chen Chongyang Ma Hao Li Shigeo Morishima 3DH 42 176 0 31 Dec 2018
Learning 3D Human Dynamics from Video Yang Liu Jason Y. Zhang Lei Lin Jitendra Malik 3DH 35 515 0 04 Dec 2018
Low-resolution Face Recognition in the Wild via Selective Knowledge Distillation Shiming Ge Shengwei Zhao Chenyu Li Jia Li CVBM 102 188 0 25 Nov 2018
Low-Resolution Face Recognition Zhiyi Cheng Xiatian Zhu S. Gong CVBM 106 117 0 21 Nov 2018
Neural Body Fitting: Unifying Deep Learning and Model-Based Human Pose and Shape Estimation Mohamed Omran Christoph Lassner Gerard Pons-Moll Peter V. Gehler Bernt Schiele 3DH 63 503 0 17 Aug 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 204 10,152 0 10 Jul 2018
Learning to Estimate 3D Human Pose and Shape from a Single Color Image Georgios Pavlakos Luyang Zhu Xiaowei Zhou Kostas Daniilidis 3DH 70 605 0 10 May 2018
Task-Driven Super Resolution: Object Detection in Low-resolution Images Muhammad Haris Gregory Shakhnarovich Norimichi Ukita 47 172 0 30 Mar 2018
Video Based Reconstruction of 3D People Models Thiemo Alldieck M. Magnor Weipeng Xu Christian Theobalt Gerard Pons-Moll 3DH 131 480 0 13 Mar 2018
Residual Dense Network for Image Super-Resolution Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Y. Fu SupR 103 3,299 0 24 Feb 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 247 11,610 0 11 Jan 2018
End-to-end Recovery of Human Shape and Pose Angjoo Kanazawa Michael J. Black David Jacobs Jitendra Malik 3DH 173 1,783 0 18 Dec 2017
Beyond Part Models: Person Retrieval with Refined Part Pooling (and a Strong Convolutional Baseline) Yifan Sun Liang Zheng Yi Yang Q. Tian Shengjin Wang 111 2,170 0 26 Nov 2017
Perceptual Generative Adversarial Networks for Small Object Detection Jianan Li Xiaodan Liang Yunchao Wei Tingfa Xu Jiashi Feng Shuicheng Yan ObjD 34 718 0 16 Jun 2017
Learning from Synthetic Humans Gül Varol Javier Romero Xavier Martin Naureen Mahmood Michael J. Black Ivan Laptev Cordelia Schmid 3DH 78 968 0 05 Jan 2017
Monocular 3D Human Pose Estimation In The Wild Using Improved CNN Supervision Dushyant Mehta Helge Rhodin Dan Casas Pascal Fua Oleksandr Sotnychenko Weipeng Xu Christian Theobalt 3DH 52 1,071 0 29 Nov 2016
3D Human Pose Estimation from a Single Image via Distance Matrix Regression Francesc Moreno-Noguer 3DH 69 391 0 28 Nov 2016
Least Squares Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie Raymond Y. K. Lau Zhen Wang Stephen Paul Smolley GAN 234 4,554 0 13 Nov 2016
Temporal Ensembling for Semi-Supervised Learning S. Laine Timo Aila UQCV 152 2,543 0 07 Oct 2016
Keep it SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image Federica Bogo Angjoo Kanazawa Christoph Lassner Peter V. Gehler Javier Romero Michael J. Black 3DH 84 1,578 0 27 Jul 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 264 10,149 0 16 Mar 2016
Studying Very Low Resolution Recognition Using Deep Networks Zhangyang Wang Shiyu Chang Yingzhen Yang Ding Liu Thomas S. Huang 29 226 0 16 Jan 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.1K 192,638 0 10 Dec 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 164 19,448 0 09 Mar 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 254 43,154 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 588 149,474 0 22 Dec 2014
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network David Eigen Christian Puhrsch Rob Fergus MDE 3DPC 3DV 126 4,037 0 09 Jun 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 569 23,235 0 03 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 212 43,290 0 01 May 2014