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 / 346 papers shown

Title
MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation Wenhao Li Hong Liu H. Tang Pichao Wang Luc Van Gool ViT 27 245 0 24 Nov 2021
A Lightweight Graph Transformer Network for Human Mesh Reconstruction from 2D Human Pose Ce Zheng Matías Mendieta Pu Wang Aidong Lu C. L. P. Chen 3DH 19 31 0 24 Nov 2021
Monocular Human Shape and Pose with Dense Mesh-borne Local Image Features Shubhendu Jena Franck Multon A. Boukhayma 3DH 11 1 0 09 Nov 2021
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation Shanyan Guan Jingwei Xu Michelle Z. He Yunbo Wang Bingbing Ni Xiaokang Yang 3DH 32 33 0 07 Nov 2021
Sampling Equivariant Self-attention Networks for Object Detection in Aerial Images Guo-Ye Yang Xiang-Li Li Ralph Robert Martin Shimin Hu 3DPC 16 13 0 05 Nov 2021
Unified 3D Mesh Recovery of Humans and Animals by Learning Animal Exercise Youwang Kim Ji-Yeon Kim Kyungdon Joo Tae-Hyun Oh 3DH 11 5 0 03 Nov 2021
Monocular 3D Reconstruction of Interacting Hands via Collision-Aware Factorized Refinements Yu Rong Jingbo Wang Ziwei Liu Chen Change Loy 3DH 18 36 0 01 Nov 2021
IGCN: Image-to-graph Convolutional Network for 2D/3D Deformable Registration M. Nakao M. Nakamura T. Matsuda 3DH MedIm 14 17 0 31 Oct 2021
The Nuts and Bolts of Adopting Transformer in GANs Rui Xu Xiangyu Xu Kai-xiang Chen Bolei Zhou Chen Change Loy ViT 12 4 0 25 Oct 2021
TransFusion: Cross-view Fusion with Transformer for 3D Human Pose Estimation Haoyu Ma Liangjian Chen Deying Kong Zhe Wang Xingwei Liu Hao Tang Xiangyi Yan Yusheng Xie Shi-yao Lin Xiaohui Xie ViT 19 61 0 18 Oct 2021
Joint 3D Human Shape Recovery and Pose Estimation from a Single Image with Bilayer Graph Xin Yu J. Baar Siheng Chen 3DH 19 3 0 16 Oct 2021
Playing for 3D Human Recovery Zhongang Cai Mingyuan Zhang Jiawei Ren Chen Wei Daxuan Ren Zhengyu Lin Haiyu Zhao Lei Yang Chen Change Loy Ziwei Liu 3DH 78 52 0 14 Oct 2021
Adaptive Multi-view and Temporal Fusing Transformer for 3D Human Pose Estimation Hui Shuai Lele Wu Qingshan Liu ViT 15 44 0 11 Oct 2021
Ultra-high Resolution Image Segmentation via Locality-aware Context Fusion and Alternating Local Enhancement Wenxi Liu Qi Li Xin Lin Weixiang Yang Shengfeng He Yuanlong Yu 24 7 0 06 Sep 2021
FrankMocap: A Monocular 3D Whole-Body Pose Estimation System via Regression and Integration Yu Rong Takaaki Shiratori Hanbyul Joo 3DH CVBM 26 193 0 13 Aug 2021
LASOR: Learning Accurate 3D Human Pose and Shape Via Synthetic Occlusion-Aware Data and Neural Mesh Rendering Kaibing Yang Renshu Gu Maoyu Wang M. Toyoura Gang Xu 3DH 4 14 0 01 Aug 2021
Learning Local Recurrent Models for Human Mesh Recovery Runze Li Srikrishna Karanam Ren Li Terrence Chen B. Bhanu Ziyan Wu 3DH 18 5 0 27 Jul 2021
Sequence-to-Sequence Piano Transcription with Transformers Curtis Hawthorne Ian Simon Rigel Swavely Ethan Manilow Jesse Engel 32 81 0 19 Jul 2021
THUNDR: Transformer-based 3D HUmaN Reconstruction with Markers M. Zanfir Andrei Zanfir Eduard Gabriel Bazavan William T. Freeman Rahul Sukthankar C. Sminchisescu 3DH 15 65 0 17 Jun 2021
Semi-Supervised 3D Hand-Object Poses Estimation with Interactions in Time Shao-Wei Liu Hanwen Jiang Jiarui Xu Sifei Liu Xiaolong Wang 3DH 30 160 0 09 Jun 2021
X-volution: On the unification of convolution and self-attention Xuanhong Chen Hang Wang Bingbing Ni ViT 17 23 0 04 Jun 2021
Heuristic Weakly Supervised 3D Human Pose Estimation Shuangjun Liu Michael Wan Sarah Ostadabbas 3DH 14 3 0 23 May 2021
Collaborative Regression of Expressive Bodies using Moderation Yao Feng Vasileios Choutas Timo Bolkart Dimitrios Tzionas Michael J. Black 3DH DiffM 31 138 0 11 May 2021
FLEX: Extrinsic Parameters-free Multi-view 3D Human Motion Reconstruction Brian Gordon Sigal Raab Guy Azov Raja Giryes Daniel Cohen-Or 13 20 0 05 May 2021
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation Shreyas Hampali S. Sarkar Mahdi Rad Vincent Lepetit 3DH 21 132 0 29 Apr 2021
Parallel mesh reconstruction streams for pose estimation of interacting hands U. Wollner Guy Ben-Yosef 3DH 14 0 0 25 Apr 2021
AttWalk: Attentive Cross-Walks for Deep Mesh Analysis Ran Ben Izhak Alon Lahav A. Tal 3DV 29 10 0 23 Apr 2021
Multiscale Vision Transformers Haoqi Fan Bo Xiong K. Mangalam Yanghao Li Zhicheng Yan Jitendra Malik Christoph Feichtenhofer ViT 19 1,219 0 22 Apr 2021
Evaluating Neural Word Embeddings for Sanskrit Kevin Qinghong Lin Om Adideva Digumarthi Komal Laxmidhar Behera Pawan Goyal 29 12 0 01 Apr 2021
PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop Hongwen Zhang Yating Tian Xinchi Zhou Wanli Ouyang Yebin Liu Limin Wang Zhenan Sun 3DH 20 297 0 30 Mar 2021
TFPose: Direct Human Pose Estimation with Transformers Wei Mao Yongtao Ge Chunhua Shen Zhi Tian Xinlong Wang Zhibin Wang ViT 13 83 0 29 Mar 2021
Exploiting Temporal Contexts with Strided Transformer for 3D Human Pose Estimation Wenhao Li Hong Liu Runwei Ding Mengyuan Liu Pichao Wang Wenming Yang ViT 15 189 0 26 Mar 2021
End-to-End Trainable Multi-Instance Pose Estimation with Transformers Lucas Stoffl Maxime Vidal Alexander Mathis ViT 21 49 0 22 Mar 2021
3D Human Pose Estimation with Spatial and Temporal Transformers Ce Zheng Sijie Zhu Matías Mendieta Taojiannan Yang C. L. P. Chen Zhengming Ding ViT 39 437 0 18 Mar 2021
Serial-parallel Multi-Scale Feature Fusion for Anatomy-Oriented Hand Joint Detection Bin Li Hong Fu Ruimin Li Wendi Wang 14 3 0 19 Feb 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir F. Khan M. Shah ViT 225 2,428 0 04 Jan 2021
TransPose: Keypoint Localization via Transformer Sen Yang Zhibin Quan Mu Nie Wankou Yang ViT 135 260 0 28 Dec 2020
Deep Learning-Based Human Pose Estimation: A Survey Ce Zheng Wenhan Wu C. L. P. Chen Taojiannan Yang Sijie Zhu Ju Shen N. Kehtarnavaz M. Shah 3DH 98 563 0 24 Dec 2020
A Survey on Visual Transformer Kai Han Yunhe Wang Hanting Chen Xinghao Chen Jianyuan Guo ... Chunjing Xu Yixing Xu Zhaohui Yang Yiman Zhang Dacheng Tao ViT 16 2,123 0 23 Dec 2020
Human Mesh Recovery from Multiple Shots Georgios Pavlakos Jitendra Malik Angjoo Kanazawa 3DH 37 57 0 17 Dec 2020
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation Gyeongsik Moon Hongsuk Choi Kyoung Mu Lee 3DH 14 88 0 23 Nov 2020
Parameter-Efficient Person Re-identification in the 3D Space Zhedong Zheng Nenggan Zheng Yi Yang 3DPC 9 61 0 08 Jun 2020
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 189 397 0 10 Sep 2019
3D-CODED : 3D Correspondences by Deep Deformation Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DPC 3DV 115 325 0 13 Jun 2018
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 83 210 0 09 Jan 2017
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 196 1,367 0 06 Jun 2016