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Learning 3D Human Dynamics from Video

Learning 3D Human Dynamics from Video

4 December 2018
Yang Janet Liu
Jason Y. Zhang
Lei Lin
Jitendra Malik
    3DH
ArXivPDFHTML

Papers citing "Learning 3D Human Dynamics from Video"

39 / 39 papers shown
Title
ODHSR: Online Dense 3D Reconstruction of Humans and Scenes from Monocular Videos
ODHSR: Online Dense 3D Reconstruction of Humans and Scenes from Monocular Videos
Zetong Zhang
Manuel Kaufmann
Lixin Xue
Jie Song
Martin R. Oswald
3DH
52
0
0
17 Apr 2025
BioMoDiffuse: Physics-Guided Biomechanical Diffusion for Controllable and Authentic Human Motion Synthesis
Zixi Kang
Xinghan Wang
Yadong Mu
VGen
50
0
0
08 Mar 2025
OmniRe: Omni Urban Scene Reconstruction
OmniRe: Omni Urban Scene Reconstruction
Ziyu Chen
Jiawei Yang
Jiahui Huang
Riccardo de Lutio
Janick Martinez Esturo
...
Zan Gojcic
Sanja Fidler
Marco Pavone
Li-Na Song
Yue Wang
31
32
0
29 Aug 2024
TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose
  Representation
TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation
Sai Kumar Dwivedi
Yu Sun
Priyanka Patel
Yao Feng
Michael J. Black
3DH
29
26
0
25 Apr 2024
WHAM: Reconstructing World-grounded Humans with Accurate 3D Motion
WHAM: Reconstructing World-grounded Humans with Accurate 3D Motion
Soyong Shin
Juyong Kim
Eni Halilaj
Michael J. Black
3DH
13
66
0
12 Dec 2023
Two Views Are Better than One: Monocular 3D Pose Estimation with Multiview Consistency
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
44
2
0
21 Nov 2023
PACE: Human and Camera Motion Estimation from in-the-wild Videos
PACE: Human and Camera Motion Estimation from in-the-wild Videos
Muhammed Kocabas
Ye Yuan
Pavlo Molchanov
Yunrong Guo
Michael J. Black
Otmar Hilliges
Jan Kautz
Umar Iqbal
3DH
21
14
0
20 Oct 2023
MoEmo Vision Transformer: Integrating Cross-Attention and Movement
  Vectors in 3D Pose Estimation for HRI Emotion Detection
MoEmo Vision Transformer: Integrating Cross-Attention and Movement Vectors in 3D Pose Estimation for HRI Emotion Detection
David C. Jeong
Tianma Shen
Hongji Liu
Raghav Kapoor
Casey Nguyen
Song Liu
Christopher A. Kitts
4
1
0
15 Oct 2023
ORTexME: Occlusion-Robust Human Shape and Pose via Temporal Average
  Texture and Mesh Encoding
ORTexME: Occlusion-Robust Human Shape and Pose via Temporal Average Texture and Mesh Encoding
Yu Cheng
Bo Wang
R. Tan
3DH
11
0
0
21 Sep 2023
AnthroNet: Conditional Generation of Humans via Anthropometrics
AnthroNet: Conditional Generation of Humans via Anthropometrics
Francesco Picetti
Shrinath Deshpande
Jonathan Leban
Soroosh Shahtalebi
Jay Patel
...
River Page
Jonathan Hogins
A. Crespi
Sujoy Ganguly
Salehe Erfanian Ebadi
3DH
16
2
0
07 Sep 2023
Coordinate Transformer: Achieving Single-stage Multi-person Mesh
  Recovery from Videos
Coordinate Transformer: Achieving Single-stage Multi-person Mesh Recovery from Videos
Haoyuan Li
Haoye Dong
Hanchao Jia
Dong Huang
Michael C. Kampffmeyer
Liang Lin
Xiaodan Liang
11
4
0
20 Aug 2023
Exploiting Spatial-Temporal Context for Interacting Hand Reconstruction
  on Monocular RGB Video
Exploiting Spatial-Temporal Context for Interacting Hand Reconstruction on Monocular RGB Video
Weichao Zhao
Hezhen Hu
Wen-gang Zhou
Li Li
Houqiang Li
3DH
8
2
0
08 Aug 2023
Robotic Vision for Human-Robot Interaction and Collaboration: A Survey
  and Systematic Review
Robotic Vision for Human-Robot Interaction and Collaboration: A Survey and Systematic Review
Nicole L. Robinson
Brendan Tidd
Dylan Campbell
Dana Kulić
Peter Corke
16
54
0
28 Jul 2023
XFormer: Fast and Accurate Monocular 3D Body Capture
XFormer: Fast and Accurate Monocular 3D Body Capture
Lihui Qian
Xintong Han
Faqiang Wang
Hongyu Liu
Haoye Dong
Zhiwen Li
Huawei Wei
Zhe-nan Lin
Cheng-Bin Jin
3DH
8
1
0
18 May 2023
On the Benefits of 3D Pose and Tracking for Human Action Recognition
On the Benefits of 3D Pose and Tracking for Human Action Recognition
Jathushan Rajasegaran
Georgios Pavlakos
Angjoo Kanazawa
Christoph Feichtenhofer
Jitendra Malik
11
30
0
03 Apr 2023
Global-to-Local Modeling for Video-based 3D Human Pose and Shape
  Estimation
Global-to-Local Modeling for Video-based 3D Human Pose and Shape Estimation
Xi Shen
Zongxin Yang
Xiaohan Wang
Jianxin Ma
Chang Zhou
Yezhou Yang
ViT
3DH
6
29
0
26 Mar 2023
Capturing the motion of every joint: 3D human pose and shape estimation
  with independent tokens
Capturing the motion of every joint: 3D human pose and shape estimation with independent tokens
Sen Yang
Wen Heng
Gang Liu
Guozhong Luo
Wankou Yang
Gang Yu
3DH
ViT
18
11
0
01 Mar 2023
Learning Variational Motion Prior for Video-based Motion Capture
Learning Variational Motion Prior for Video-based Motion Capture
Xin Chen
Zhuo Su
Lingbo Yang
Pei Cheng
Lan Xu
Bin-Bin Fu
Gang Yu
6
15
0
27 Oct 2022
InterCap: Joint Markerless 3D Tracking of Humans and Objects in
  Interaction
InterCap: Joint Markerless 3D Tracking of Humans and Objects in Interaction
Yinghao Huang
Omid Tehari
Michael J. Black
Amsterdam
59
61
0
26 Sep 2022
PoseBERT: A Generic Transformer Module for Temporal 3D Human Modeling
PoseBERT: A Generic Transformer Module for Temporal 3D Human Modeling
Fabien Baradel
Romain Brégier
Thibault Groueix
Philippe Weinzaepfel
Yannis Kalantidis
Grégory Rogez
ViT
11
14
0
22 Aug 2022
H4D: Human 4D Modeling by Learning Neural Compositional Representation
H4D: Human 4D Modeling by Learning Neural Compositional Representation
Boyan Jiang
Yinda Zhang
Xingkui Wei
Xiangyang Xue
Yanwei Fu
3DH
11
19
0
02 Mar 2022
Consistent 3D Hand Reconstruction in Video via self-supervised Learning
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
30
37
0
24 Jan 2022
EgoBody: Human Body Shape and Motion of Interacting People from
  Head-Mounted Devices
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
13
93
0
14 Dec 2021
MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular Image
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
82
0
06 Dec 2021
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras
Ye Yuan
Umar Iqbal
Pavlo Molchanov
Kris M. Kitani
Jan Kautz
3DH
26
115
0
02 Dec 2021
Exploring Versatile Prior for Human Motion via Motion Frequency Guidance
Exploring Versatile Prior for Human Motion via Motion Frequency Guidance
Jiachen Xu
Min Wang
Jing-yu Gong
Wentao Liu
Chao Qian
Yuan Xie
Lizhuang Ma
17
9
0
25 Nov 2021
A Deeper Look into DeepCap
A Deeper Look into DeepCap
Marc Habermann
Weipeng Xu
Michael Zollhoefer
Gerard Pons-Moll
Christian Theobalt
3DH
28
1
0
20 Nov 2021
Learning to Regress Bodies from Images using Differentiable Semantic
  Rendering
Learning to Regress Bodies from Images using Differentiable Semantic Rendering
Sai Kumar Dwivedi
Nikos Athanasiou
Muhammed Kocabas
Michael J. Black
3DH
14
54
0
07 Oct 2021
Encoder-decoder with Multi-level Attention for 3D Human Shape and Pose
  Estimation
Encoder-decoder with Multi-level Attention for 3D Human Shape and Pose Estimation
Ziniu Wan
Zhengjia Li
Maoqing Tian
Jianbo Liu
Shuai Yi
Hongsheng Li
3DH
17
80
0
06 Sep 2021
DC-GNet: Deep Mesh Relation Capturing Graph Convolution Network for 3D
  Human Shape Reconstruction
DC-GNet: Deep Mesh Relation Capturing Graph Convolution Network for 3D Human Shape Reconstruction
Shihao Zhou
Mengxi Jiang
Shanshan Cai
Yunqi Lei
3DH
28
12
0
27 Aug 2021
Learning Motion Priors for 4D Human Body Capture in 3D Scenes
Learning Motion Priors for 4D Human Body Capture in 3D Scenes
Siwei Zhang
Yan Zhang
Federica Bogo
Marc Pollefeys
Siyu Tang
3DH
8
104
0
23 Aug 2021
PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment
  Feedback Loop
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
12
292
0
30 Mar 2021
Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction
Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction
Shanyan Guan
Jingwei Xu
Yunbo Wang
Bingbing Ni
Xiaokang Yang
3DH
20
50
0
30 Mar 2021
Learning Parallel Dense Correspondence from Spatio-Temporal Descriptors
  for Efficient and Robust 4D Reconstruction
Learning Parallel Dense Correspondence from Spatio-Temporal Descriptors for Efficient and Robust 4D Reconstruction
Jiapeng Tang
Dan Xu
K. Jia
Lei Zhang
3DPC
3DH
8
31
0
30 Mar 2021
Monocular Real-time Full Body Capture with Inter-part Correlations
Monocular Real-time Full Body Capture with Inter-part Correlations
Yuxiao Zhou
Marc Habermann
I. Habibie
A. Tewari
Christian Theobalt
F. Xu
CVBM
3DH
17
62
0
11 Dec 2020
Learning to dance: A graph convolutional adversarial network to generate
  realistic dance motions from audio
Learning to dance: A graph convolutional adversarial network to generate realistic dance motions from audio
João P. Ferreira
Thiago M. Coutinho
Thiago L. Gomes
J. F. Neto
Rafael Azevedo
Renato Martins
Erickson R. Nascimento
GAN
17
68
0
25 Nov 2020
FrankMocap: Fast Monocular 3D Hand and Body Motion Capture by Regression
  and Integration
FrankMocap: Fast Monocular 3D Hand and Body Motion Capture by Regression and Integration
Yu Rong
Takaaki Shiratori
Hanbyul Joo
3DH
12
100
0
19 Aug 2020
An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds
An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds
Rui Huang
Wanyue Zhang
Abhijit Kundu
C. Pantofaru
David A. Ross
Thomas Funkhouser
Alireza Fathi
3DPC
11
81
0
24 Jul 2020
Wish You Were Here: Context-Aware Human Generation
Wish You Were Here: Context-Aware Human Generation
Oran Gafni
Lior Wolf
3DH
DiffM
28
21
0
21 May 2020
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