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"

50 / 346 papers shown

Title
Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with Transformers Junhyeong Cho Youwang Kim Tae-Hyun Oh ViT 14 88 0 27 Jul 2022
AvatarPoser: Articulated Full-Body Pose Tracking from Sparse Motion Sensing Jiaxi Jiang Paul Streli Huajian Qiu A. Fender Larissa Laich Patrick Snape Christian Holz 6 106 0 27 Jul 2022
Is Attention All That NeRF Needs? T. MukundVarma Peihao Wang Xuxi Chen Tianlong Chen Subhashini Venugopalan Zhangyang Wang ViT 18 107 0 27 Jul 2022
3D Interacting Hand Pose Estimation by Hand De-occlusion and Removal Hao Meng Sheng Jin Wentao Liu Chao Qian Meng-Hsuan Lin Wanli Ouyang Ping Luo 3DH 8 41 0 22 Jul 2022
MeshMAE: Masked Autoencoders for 3D Mesh Data Analysis Yaqian Liang Shanshan Zhao Baosheng Yu Jing Zhang Fazhi He ViT 24 37 0 20 Jul 2022
PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images Hongwen Zhang Yating Tian Yuxiang Zhang Mengcheng Li Liang An Zhenan Sun Yebin Liu 3DH 17 137 0 13 Jul 2022
Snipper: A Spatiotemporal Transformer for Simultaneous Multi-Person 3D Pose Estimation Tracking and Forecasting on a Video Snippet Shihao Zou Yuanlu Xu Chao Li Lingni Ma Li Cheng Minh Vo 32 15 0 09 Jul 2022
Capturing and Inferring Dense Full-Body Human-Scene Contact C. Huang Hongwei Yi Markus Hoschle Matvey Safroshkin Tsvetelina Alexiadis Senya Polikovsky D. Scharstein Michael J. Black 3DH 24 123 0 20 Jun 2022
Online Segmentation of LiDAR Sequences: Dataset and Algorithm Romain Loiseau Mathieu Aubry Loïc Landrieu 3DPC 9 15 0 16 Jun 2022
Multimodal Learning with Transformers: A Survey P. Xu Xiatian Zhu David A. Clifton ViT 41 525 0 13 Jun 2022
Learning Sequential Contexts using Transformer for 3D Hand Pose Estimation Leyla Khaleghi Josh Marshall Ali Etemad ViT 9 2 0 01 Jun 2022
Mask2Hand: Learning to Predict the 3D Hand Pose and Shape from Shadow Liyan Chang Yu-Cheng Liao Chia-Hui Lin Hwann-Tzong Chen CVBM 3DH 13 0 0 31 May 2022
FeatER: An Efficient Network for Human Reconstruction via Feature Map-Based TransformER Ce Zheng Matías Mendieta Taojiannan Yang Guo-Jun Qi C. L. P. Chen ViT 3DH 14 14 0 30 May 2022
VTP: Volumetric Transformer for Multi-view Multi-person 3D Pose Estimation Yuxing Chen Renshu Gu Ouhan Huang Gangyong Jia 3DH 30 11 0 25 May 2022
MUG: Multi-human Graph Network for 3D Mesh Reconstruction from 2D Pose Chenyan Wu Yandong Li Xianfeng Tang James Z. Wang 3DH 24 3 0 25 May 2022
Learned Vertex Descent: A New Direction for 3D Human Model Fitting Enric Corona Gerard Pons-Moll Guillem Alenyà Francesc Moreno-Noguer 3DH 22 39 0 12 May 2022
The Best of Both Worlds: Combining Model-based and Nonparametric Approaches for 3D Human Body Estimation Zhe Wang Jimei Yang Charless C. Fowlkes 3DH 11 13 0 01 May 2022
A Simple Method to Boost Human Pose Estimation Accuracy by Correcting the Joint Regressor for the Human3.6m Dataset Eric Hedlin Helge Rhodin K. M. Yi 3DH 23 5 0 29 Apr 2022
3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal Perspective Zhedong Zheng Jiayin Zhu Wei Ji Yi Yang Tat-Seng Chua 3DH 25 6 0 27 Apr 2022
Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer Wang Zeng Sheng Jin Wentao Liu Chao Qian Ping Luo Ouyang Wanli Xiaogang Wang ViT 16 119 0 19 Apr 2022
End-to-end Weakly-supervised Single-stage Multiple 3D Hand Mesh Reconstruction from a Single RGB Image Jinwei Ren Jianke Zhu Jialiang Zhang 3DH 37 8 0 18 Apr 2022
Domain Invariant Siamese Attention Mask for Small Object Change Detection via Everyday Indoor Robot Navigation Koji Takeda Kanji Tanaka Yoshimasa Nakamura 3DPC 4 3 0 29 Mar 2022
HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network J. Park Y. Oh Gyeongsik Moon Hongsuk Choi Kyoung Mu Lee 3DH 24 102 0 28 Mar 2022
Spatially Multi-conditional Image Generation Ritika Chakraborty Nikola Popovic D. Paudel Thomas Probst Luc Van Gool 9 1 0 25 Mar 2022
CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation Mohammed Hassanin Abdelwahed Khamiss Bennamoun F. Boussaïd Ibrahim Radwan ViT 13 28 0 24 Mar 2022
Occluded Human Mesh Recovery Rawal Khirodkar Shashank Tripathi Kris M. Kitani 3DH 27 68 0 24 Mar 2022
NeuMan: Neural Human Radiance Field from a Single Video Wei Jiang K. M. Yi Golnoosh Samei Oncel Tuzel Anurag Ranjan 3DH 17 213 0 23 Mar 2022
Interacting Attention Graph for Single Image Two-Hand Reconstruction Mengcheng Li Liang An Hongwen Zhang Lianpeng Wu F. Chen Tao Yu Yebin Liu 3DH 15 106 0 17 Mar 2022
P-STMO: Pre-Trained Spatial Temporal Many-to-One Model for 3D Human Pose Estimation Wenkang Shan Zhenhua Liu Xinfeng Zhang Shanshe Wang Siwei Ma Wen Gao 3DH 21 121 0 15 Mar 2022
Active Token Mixer Guoqiang Wei Zhizheng Zhang Cuiling Lan Yan Lu Zhibo Chen 10 15 0 11 Mar 2022
Anti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice Peihao Wang Wenqing Zheng Tianlong Chen Zhangyang Wang ViT 14 127 0 09 Mar 2022
Recovering 3D Human Mesh from Monocular Images: A Survey Yating Tian Hongwen Zhang Yebin Liu Limin Wang 3DH 20 126 0 03 Mar 2022
MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video Jinlu Zhang Zhigang Tu Jianyu Yang Yujin Chen Junsong Yuan ViT 25 216 0 02 Mar 2022
Instantaneous Physiological Estimation using Video Transformers Ambareesh Revanur Ananyananda Dasari Conrad S. Tucker László A. Jeni 22 33 0 24 Feb 2022
ISDA: Position-Aware Instance Segmentation with Deformable Attention Kaining Ying Zhenhua Wang Cong Bai Pengfei Zhou ISeg 20 5 0 23 Feb 2022
Leveraging the Learnable Vertex-Vertex Relationship to Generalize Human Pose and Mesh Reconstruction for In-the-Wild Scenes Trung Q. Tran Cuong C. Than Hai T. Nguyen Hong Hoang Si 3DH 6 1 0 15 Feb 2022
Explore-And-Match: Bridging Proposal-Based and Proposal-Free With Transformer for Sentence Grounding in Videos Sangmin Woo Jinyoung Park Inyong Koo Sumin Lee Minki Jeong Changick Kim 33 3 0 25 Jan 2022
Consistent 3D Hand Reconstruction in Video via self-supervised Learning Zhigang Tu Zhishen Huang Yujin Chen Di Kang Linchao Bao Bisheng Yang Junsong Yuan 3DH 37 38 0 24 Jan 2022
VAQF: Fully Automatic Software-Hardware Co-Design Framework for Low-Bit Vision Transformer Mengshu Sun Haoyu Ma Guoliang Kang Yifan Jiang Tianlong Chen Xiaolong Ma Zhangyang Wang Yanzhi Wang ViT 25 45 0 17 Jan 2022
Multi-initialization Optimization Network for Accurate 3D Human Pose and Shape Estimation Zhiwei Liu Xiangyu Zhu Lu Yang X. Yan Ming Tang Zhen Lei Guibo Zhu Xuetao Feng Yan Wang Jinqiao Wang 3DH 14 8 0 24 Dec 2021
Putting People in their Place: Monocular Regression of 3D People in Depth Yu Sun Wu Liu Qian Bao Yili Fu Tao Mei Michael J. Black 3DH 15 152 0 15 Dec 2021
EgoBody: Human Body Shape and Motion of Interacting People from Head-Mounted Devices Siwei Zhang Qianli Ma Yan Zhang Zhiyin Qian Taein Kwon Marc Pollefeys Federica Bogo Siyu Tang 24 92 0 14 Dec 2021
Geometry-Contrastive Transformer for Generalized 3D Pose Transfer Haoyu Chen H. Tang Zitong Yu N. Sebe Guoying Zhao ViT 30 16 0 14 Dec 2021
FaceFormer: Speech-Driven 3D Facial Animation with Transformers Yingruo Fan Zhaojiang Lin Jun Saito Wenping Wang Taku Komura CVBM 38 194 0 10 Dec 2021
MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular Image Xingyu Chen Yufeng Liu Yajiao Dong Xiong Zhang Chongyang Ma Yanmin Xiong Yuan Zhang Xiaoyan Guo 3DH 48 83 0 06 Dec 2021
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras Ye Yuan Umar Iqbal Pavlo Molchanov Kris M. Kitani Jan Kautz 3DH 33 114 0 02 Dec 2021
Camera Motion Agnostic 3D Human Pose Estimation S. Kim Sunwon Jeong Sungbum Park Ju Yong Chang 3DH 22 0 0 01 Dec 2021
Point-BERT: Pre-training 3D Point Cloud Transformers with Masked Point Modeling Xumin Yu Lulu Tang Yongming Rao Tiejun Huang Jie Zhou Jiwen Lu 3DPC 20 651 0 29 Nov 2021
Human Performance Capture from Monocular Video in the Wild Chen Guo Xu Chen Jie Song Otmar Hilliges 3DH 9 29 0 29 Nov 2021
Attend to Who You Are: Supervising Self-Attention for Keypoint Detection and Instance-Aware Association Sen Yang Zhicheng Wang Ze Chen Yanjie Li Shoukui Zhang Zhibin Quan Shutao Xia Yiping Bao Erjin Zhou Wankou Yang ViT 34 2 0 25 Nov 2021