End-to-End Human Pose and Mesh Reconstruction with Transformers

17 December 2020

Zicheng Liu

Papers citing "End-to-End Human Pose and Mesh Reconstruction with Transformers"

46 / 46 papers shown

Title
HandOS: 3D Hand Reconstruction in One Stage Xingyu Chen Zhuheng Song Xiaoke Jiang Yaoqing Hu Junzhi Yu Lei Zhang 3DH HAI 117 0 0 02 Dec 2024
WiLoR: End-to-end 3D Hand Localization and Reconstruction in-the-wild Rolandos Alexandros Potamias Jinglei Zhang Jiankang Deng Stefanos Zafeiriou 3DH 57 12 0 18 Sep 2024
GST: Precise 3D Human Body from a Single Image with Gaussian Splatting Transformers Lorenza Prospero Abdullah Hamdi João F. Henriques Christian Rupprecht 3DGS 68 2 0 06 Sep 2024
DICE: End-to-end Deformation Capture of Hand-Face Interactions from a Single Image Qingxuan Wu Zhiyang Dou Sirui Xu Soshi Shimada Chen Wang ... Taku Komura Vladislav Golyanik Christian Theobalt Wenping Wang Lingjie Liu CVBM 3DH 87 4 0 26 Jun 2024
Two Views Are Better than One: Monocular 3D Pose Estimation with Multiview Consistency C. K. Ingwersen Anders Bjorholm Dahl Rasmus Nylander J. N. Jensen Anders B. Dahl M. Hannemose 91 2 0 21 Nov 2023
Human as Points: Explicit Point-based 3D Human Reconstruction from Single-view RGB Images Yingzhi Tang Qijian Zhang Junhui Hou Yebin Liu 3DPC 3DH 179 2 0 06 Nov 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani Jing Liu 116 31 0 27 Aug 2023
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 259 40,217 0 22 Oct 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 42 374 0 20 Aug 2020
STAR: Sparse Trained Articulated Human Body Regressor Ahmed A. A. Osman Timo Bolkart Michael J. Black 3DH 39 269 0 19 Aug 2020
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image Gyeongsik Moon Kyoung Mu Lee 3DH 72 421 0 09 Aug 2020
3D Human Mesh Regression with Dense Correspondence Wang Zeng Wanli Ouyang Ping Luo Wentao Liu Xiaogang Wang 3DH 20 95 0 10 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 445 41,106 0 28 May 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 249 12,847 0 26 May 2020
Epipolar Transformers Yihui He Rui Yan Katerina Fragkiadaki Shoou-I Yu 56 168 0 10 May 2020
PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization Shunsuke Saito Tomas Simon Jason M. Saragih Hanbyul Joo 3DH 61 741 0 01 Apr 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
DenseRaC: Joint 3D Pose and Shape Estimation by Dense Render-and-Compare Yuanlu Xu Song-Chun Zhu Tony Tung 3DH 44 193 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 65 983 0 27 Sep 2019
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images Christiane Zimmermann Duygu Ceylan Jimei Yang Bryan C. Russell Max Argus Thomas Brox 3DH 195 402 0 10 Sep 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 282 3,572 0 20 Aug 2019
Delving Deep Into Hybrid Annotations for 3D Human Recovery in the Wild Yu Rong Ziwei Liu Cheng Li Kaidi Cao Chen Change Loy 3DH 70 68 0 18 Aug 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 131 1,253 0 13 May 2019
Exploiting temporal context for 3D human pose estimation in the wild Anurag Arnab Carl Doersch Andrew Zisserman 3DH 41 236 0 10 May 2019
Convolutional Mesh Regression for Single-Image Human Shape Reconstruction Nikos Kolotouros Georgios Pavlakos Kostas Daniilidis 3DH 71 524 0 08 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 38 1,695 0 11 Apr 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 862 93,936 0 11 Oct 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
Generating 3D faces using Convolutional Mesh Autoencoders Anurag Ranjan Timo Bolkart Soubhik Sanyal Michael J. Black CVBM 3DH 55 572 0 26 Jul 2018
3D-CODED : 3D Correspondences by Deep Deformation Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DPC 3DV 144 328 0 13 Jun 2018
Learning to Estimate 3D Human Pose and Shape from a Single Color Image Georgios Pavlakos Luyang Zhu Xiaowei Zhou Kostas Daniilidis 3DH 77 605 0 10 May 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 36 428 0 13 Apr 2018
Image Transformer Niki Parmar Ashish Vaswani Jakob Uszkoreit Lukasz Kaiser Noam M. Shazeer Alexander Ku Dustin Tran ViT 80 1,671 0 15 Feb 2018
End-to-end Recovery of Human Shape and Pose Angjoo Kanazawa Michael J. Black David Jacobs Jitendra Malik 3DH 176 1,783 0 18 Dec 2017
Single-Shot Multi-Person 3D Pose Estimation From Monocular RGB Dushyant Mehta Oleksandr Sotnychenko Franziska Mueller Weipeng Xu Srinath Sridhar Gerard Pons-Moll Christian Theobalt 3DH 101 395 0 09 Dec 2017
Self-supervised Learning of Motion Capture H. Tung Hsiao-Wei Tung Ersin Yumer Katerina Fragkiadaki 3DH 70 321 0 04 Dec 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 360 129,831 0 12 Jun 2017
Unite the People: Closing the Loop Between 3D and 2D Human Representations Christoph Lassner Javier Romero Martin Kiefel Federica Bogo Michael J. Black Peter V. Gehler 3DH 46 546 0 10 Jan 2017
MonoCap: Monocular Human Motion Capture using a CNN Coupled with a Geometric Prior Xiaowei Zhou Menglong Zhu Georgios Pavlakos Spyridon Leonardos Konstantinos G. Derpanis Kostas Daniilidis 3DH 118 210 0 09 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 74 1,071 0 29 Nov 2016
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 304 1,369 0 06 Jun 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.2K 192,638 0 10 Dec 2015
Direct Prediction of 3D Body Poses from Motion Compensated Sequences Bugra Tekin Artem Rozantsev Vincent Lepetit Pascal Fua 3DH 44 206 0 20 Nov 2015
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 978 39,383 0 01 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 369 27,205 0 01 Sep 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 222 43,290 0 01 May 2014