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Maximum-Margin Structured Learning with Deep Networks for 3D Human Pose
  Estimation

Maximum-Margin Structured Learning with Deep Networks for 3D Human Pose Estimation

IEEE International Conference on Computer Vision (ICCV), 2015
27 August 2015
Sijin Li
Weichen Zhang
Antoni B. Chan
    3DH
ArXiv (abs)PDFHTML

Papers citing "Maximum-Margin Structured Learning with Deep Networks for 3D Human Pose Estimation"

50 / 101 papers shown
A Structure-aware and Motion-adaptive Framework for 3D Human Pose Estimation with Mamba
A Structure-aware and Motion-adaptive Framework for 3D Human Pose Estimation with Mamba
Ye Lu
Jie Wang
Jianjun Gao
Rui Gong
Chen Cai
Kim-Hui Yap
Mamba
297
2
0
26 Jul 2025
3D Human Pose Estimation via Spatial Graph Order Attention and Temporal Body Aware Transformer
3D Human Pose Estimation via Spatial Graph Order Attention and Temporal Body Aware Transformer
Kamel Aouaidjia
Aofan Li
Wenhao Zhang
Chongsheng Zhang
ViT
250
0
0
02 May 2025
Toward Efficient Generalization in 3D Human Pose Estimation via a Canonical Domain ApproachIEEE Access (IEEE Access), 2025
Hoosang Lee
Jeha Ryu
237
1
0
28 Jan 2025
3D Human Scan With A Moving Event Camera
3D Human Scan With A Moving Event Camera
Kai Kohyama
Shintaro Shiba
Yoshimitsu Aoki
3DH
281
3
0
12 Apr 2024
An Animation-based Augmentation Approach for Action Recognition from
  Discontinuous Video
An Animation-based Augmentation Approach for Action Recognition from Discontinuous VideoEuropean Conference on Artificial Intelligence (ECAI), 2024
Xingyu Song
Zhan Li
Shi Chen
Xin-Qiang Cai
K. Demachi
283
2
0
10 Apr 2024
Occlusion Resilient 3D Human Pose Estimation
Occlusion Resilient 3D Human Pose Estimation
S. Roy
I. Badanin
S. Honari
Pascal Fua
3DH
312
2
0
16 Feb 2024
Multi-Person 3D Pose Estimation from Multi-View Uncalibrated Depth
  Cameras
Multi-Person 3D Pose Estimation from Multi-View Uncalibrated Depth Cameras
Yu-Jhe Li
Yan Xu
Rawal Khirodkar
Jeongseok Lee
Kris Kitani
3DH
310
5
0
28 Jan 2024
SimpleEgo: Predicting Probabilistic Body Pose from Egocentric Cameras
SimpleEgo: Predicting Probabilistic Body Pose from Egocentric CamerasInternational Conference on 3D Vision (3DV), 2024
Hanz Cuevas-Velasquez
Charlie Hewitt
S. Aliakbarian
Tadas Baltruvsaitis
227
13
0
26 Jan 2024
Human Pose-based Estimation, Tracking and Action Recognition with Deep
  Learning: A Survey
Human Pose-based Estimation, Tracking and Action Recognition with Deep Learning: A Survey
Lijuan Zhou
Xiang Meng
Zhihuan Liu
Mengqi Wu
Zhimin Gao
Pichao Wang
322
16
0
19 Oct 2023
Ego3DPose: Capturing 3D Cues from Binocular Egocentric Views
Ego3DPose: Capturing 3D Cues from Binocular Egocentric ViewsACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2023
Taeho Kang
Kyungjin Lee
Jinrui Zhang
Youngki Lee
EgoV
597
25
0
21 Sep 2023
LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for
  Occlusion Handling with Improved Accuracy in 2D-3D Human Pose Estimation
LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for Occlusion Handling with Improved Accuracy in 2D-3D Human Pose EstimationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Peter Hardy
Hansung Kim
3DH
170
9
0
13 Sep 2023
Learning from Abstract Images: on the Importance of Occlusion in a
  Minimalist Encoding of Human Poses
Learning from Abstract Images: on the Importance of Occlusion in a Minimalist Encoding of Human Poses
Saad Manzur
Wayne Hayes
3DH
283
0
0
19 Jul 2023
GLA-GCN: Global-local Adaptive Graph Convolutional Network for 3D Human
  Pose Estimation from Monocular Video
GLA-GCN: Global-local Adaptive Graph Convolutional Network for 3D Human Pose Estimation from Monocular VideoIEEE International Conference on Computer Vision (ICCV), 2023
Bruce X. B. Yu
Zhi-Li Zhang
Yongxu Liu
S. Zhong
Wenshu Fan
Chang Wen Chen
3DH
286
119
0
12 Jul 2023
Back to Optimization: Diffusion-based Zero-Shot 3D Human Pose Estimation
Back to Optimization: Diffusion-based Zero-Shot 3D Human Pose EstimationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Zhongyu Jiang
Zhu Zhou
Lei Li
Wenhao Chai
Cheng-Yen Yang
Lei Li
DiffM
264
42
0
07 Jul 2023
Human Body Pose Estimation for Gait Identification: A Comprehensive
  Survey of Datasets and Models
Human Body Pose Estimation for Gait Identification: A Comprehensive Survey of Datasets and ModelsACM Computing Surveys (ACM CSUR), 2022
Luke K. Topham
Wasiq Khan
D. Al-Jumeily
A. Hussain
CVBM
267
51
0
23 May 2023
CNN-Based Action Recognition and Pose Estimation for Classifying Animal
  Behavior from Videos: A Survey
CNN-Based Action Recognition and Pose Estimation for Classifying Animal Behavior from Videos: A Survey
Michael Perez
Corey Toler-Franklin
MedIm
202
23
0
15 Jan 2023
Progressive Multi-view Human Mesh Recovery with Self-Supervision
Progressive Multi-view Human Mesh Recovery with Self-SupervisionAAAI Conference on Artificial Intelligence (AAAI), 2022
Xuan Gong
Liangchen Song
Meng Zheng
Benjamin Planche
Terrence Chen
Junsong Yuan
David Doermann
Ziyan Wu
3DH
265
15
0
10 Dec 2022
3D Human Pose Estimation in Multi-View Operating Room Videos Using
  Differentiable Camera Projections
3D Human Pose Estimation in Multi-View Operating Room Videos Using Differentiable Camera Projections
Beerend G. A. Gerats
J. Wolterink
I. A. Broeders
3DH
179
13
0
21 Oct 2022
Optimising 2D Pose Representation: Improve Accuracy, Stability and
  Generalisability Within Unsupervised 2D-3D Human Pose Estimation
Optimising 2D Pose Representation: Improve Accuracy, Stability and Generalisability Within Unsupervised 2D-3D Human Pose Estimation
Peter Hardy
S. Dasmahapatra
Hansung Kim
3DH
223
0
0
01 Sep 2022
DH-AUG: DH Forward Kinematics Model Driven Augmentation for 3D Human
  Pose Estimation
DH-AUG: DH Forward Kinematics Model Driven Augmentation for 3D Human Pose EstimationEuropean Conference on Computer Vision (ECCV), 2022
Linzhi Huang
Jiahao Liang
Weihong Deng
223
14
0
19 Jul 2022
A Training Method For VideoPose3D With Ideology of Action Recognition
A Training Method For VideoPose3D With Ideology of Action RecognitionInternational Conference on Signal Processing and Machine Learning (ICSPML), 2021
Hao Bai
100
0
0
13 Jun 2022
Building Spatio-temporal Transformers for Egocentric 3D Pose Estimation
Building Spatio-temporal Transformers for Egocentric 3D Pose Estimation
Jin-Hui Park
Kimathi Kaai
Saad Hossain
Norikatsu Sumi
Sirisha Rambhatla
Paul Fieguth
ViTEgoV
172
4
0
09 Jun 2022
"Teaching Independent Parts Separately" (TIPSy-GAN) : Improving Accuracy and Stability in Unsupervised Adversarial 2D to 3D Pose Estimation
Peter Hardy
S. Dasmahapatra
Hansung Kim
227
0
0
12 May 2022
On Triangulation as a Form of Self-Supervision for 3D Human Pose
  Estimation
On Triangulation as a Form of Self-Supervision for 3D Human Pose EstimationInternational Conference on 3D Vision (3DV), 2022
S. Roy
Leonardo Citraro
S. Honari
Pascal Fua
3DH
599
10
0
29 Mar 2022
Recovering 3D Human Mesh from Monocular Images: A Survey
Recovering 3D Human Mesh from Monocular Images: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yating Tian
Hongwen Zhang
Yebin Liu
Limin Wang
3DH
506
166
0
03 Mar 2022
Enhancing Egocentric 3D Pose Estimation with Third Person Views
Enhancing Egocentric 3D Pose Estimation with Third Person ViewsPattern Recognition (Pattern Recogn.), 2022
Ameya Dhamanaskar
Mariella Dimiccoli
Enric Corona
Albert Pumarola
Francesc Moreno-Noguer
EgoV
419
16
0
06 Jan 2022
ElePose: Unsupervised 3D Human Pose Estimation by Predicting Camera
  Elevation and Learning Normalizing Flows on 2D Poses
ElePose: Unsupervised 3D Human Pose Estimation by Predicting Camera Elevation and Learning Normalizing Flows on 2D Poses
Bastian Wandt
James J. Little
Helge Rhodin
3DH
185
59
0
14 Dec 2021
RoomStructNet: Learning to Rank Non-Cuboidal Room Layouts From Single
  View
RoomStructNet: Learning to Rank Non-Cuboidal Room Layouts From Single View
Xi Zhang
Chun-Kai Wang
Kenan Deng
T. F. Y. Vicente
H. Arora
3DV
99
0
0
01 Oct 2021
Human Pose and Shape Estimation from Single Polarization Images
Human Pose and Shape Estimation from Single Polarization Images
Shihao Zou
Wei Ji
Sen Wang
Yiming Qian
Chuan Guo
Li Cheng
3DH
291
29
0
15 Aug 2021
EventHPE: Event-based 3D Human Pose and Shape Estimation
EventHPE: Event-based 3D Human Pose and Shape Estimation
Shihao Zou
Chuan Guo
Wei Ji
Sen Wang
Pengyu Wang
Xiaoqin Hu
Shoushun Chen
Minglun Gong
Li Cheng
3DH
211
72
0
15 Aug 2021
Collaborative Regression of Expressive Bodies using Moderation
Collaborative Regression of Expressive Bodies using ModerationInternational Conference on 3D Vision (3DV), 2021
Yao Feng
Vasileios Choutas
Timo Bolkart
Dimitrios Tzionas
Michael J. Black
3DHDiffM
490
181
0
11 May 2021
Spoken Moments: Learning Joint Audio-Visual Representations from Video
  Descriptions
Spoken Moments: Learning Joint Audio-Visual Representations from Video DescriptionsComputer Vision and Pattern Recognition (CVPR), 2021
Mathew Monfort
SouYoung Jin
Alexander H. Liu
David Harwath
Rogerio Feris
James Glass
Aude Oliva
244
68
0
10 May 2021
KAMA: 3D Keypoint Aware Body Mesh Articulation
KAMA: 3D Keypoint Aware Body Mesh ArticulationInternational Conference on 3D Vision (3DV), 2021
Umar Iqbal
Kevin Xie
Yunrong Guo
Jan Kautz
Pavlo Molchanov
3DH
296
40
0
27 Apr 2021
Recognizing Actions in Videos from Unseen Viewpoints
Recognizing Actions in Videos from Unseen ViewpointsComputer Vision and Pattern Recognition (CVPR), 2021
A. Piergiovanni
Michael S. Ryoo
168
33
0
30 Mar 2021
Enhanced 3D Human Pose Estimation from Videos by using Attention-Based
  Neural Network with Dilated Convolutions
Enhanced 3D Human Pose Estimation from Videos by using Attention-Based Neural Network with Dilated ConvolutionsInternational Journal of Computer Vision (IJCV), 2021
Ruixu Liu
Ju Shen
He Wang
Chong Chen
S. Cheung
V. Asari
3DH
198
34
0
04 Mar 2021
On the role of depth predictions for 3D human pose estimation
On the role of depth predictions for 3D human pose estimationFuture Technologies Conference (FT), 2021
Alec Diaz-Arias
Mitchell Messmore
Dmitriy Shin
Stephen Seung-Yeob Baek
3DHMDE
126
2
0
03 Mar 2021
Deep Learning-Based Human Pose Estimation: A Survey
Deep Learning-Based Human Pose Estimation: A SurveyACM Computing Surveys (ACM CSUR), 2020
Ce Zheng
Wenhan Wu
Chong Chen
Taojiannan Yang
Sijie Zhu
Ju Shen
N. Kehtarnavaz
M. Shah
3DH
781
836
0
24 Dec 2020
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the
  Wild
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the WildComputer Vision and Pattern Recognition (CVPR), 2020
Bastian Wandt
Marco Rudolph
Petrissa Zell
Helge Rhodin
Bodo Rosenhahn
3DH
281
115
0
30 Nov 2020
Residual Pose: A Decoupled Approach for Depth-based 3D Human Pose
  Estimation
Residual Pose: A Decoupled Approach for Depth-based 3D Human Pose Estimation
Á. Martínez-González
M. Villamizar
Olivier Canévet
J. Odobez
3DH
121
12
0
10 Nov 2020
Self-Supervised Multi-View Synchronization Learning for 3D Pose
  Estimation
Self-Supervised Multi-View Synchronization Learning for 3D Pose Estimation
Simon Jenni
Paolo Favaro
3DH
250
11
0
13 Oct 2020
SSP-Net: Scalable Sequential Pyramid Networks for Real-Time 3D Human
  Pose Regression
SSP-Net: Scalable Sequential Pyramid Networks for Real-Time 3D Human Pose RegressionPattern Recognition (Pattern Recognit.), 2020
D. Luvizon
Hedi Tabia
David Picard
3DH
176
22
0
04 Sep 2020
Monocular Expressive Body Regression through Body-Driven Attention
Monocular Expressive Body Regression through Body-Driven Attention
Vasileios Choutas
Georgios Pavlakos
Timo Bolkart
Dimitrios Tzionas
Michael J. Black
3DHCVBM
434
273
0
20 Aug 2020
3D Human Shape Reconstruction from a Polarization Image
3D Human Shape Reconstruction from a Polarization ImageEuropean Conference on Computer Vision (ECCV), 2020
Shihao Zou
Wei Ji
Yiming Qian
Sen Wang
Chi Xu
Minglun Gong
Li Cheng
3DH
256
47
0
17 Jul 2020
Monocular Human Pose Estimation: A Survey of Deep Learning-based Methods
Monocular Human Pose Estimation: A Survey of Deep Learning-based MethodsComputer Vision and Image Understanding (CVIU), 2020
Yucheng Chen
Yingli Tian
Mingyi He
3DH
304
391
0
02 Jun 2020
Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the
  Wild
Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the WildComputer Vision and Pattern Recognition (CVPR), 2020
Umar Iqbal
Pavlo Molchanov
Jan Kautz
3DH
225
123
0
17 Mar 2020
A Tracking System For Baseball Game Reconstruction
A Tracking System For Baseball Game Reconstruction
Nina Wiedemann
C. Dietrich
Claudio T. Silva
122
1
0
08 Mar 2020
Back to the Future: Joint Aware Temporal Deep Learning 3D Human Pose
  Estimation
Back to the Future: Joint Aware Temporal Deep Learning 3D Human Pose Estimation
Vikas Gupta
3DH
218
2
0
22 Feb 2020
Consensus-based Optimization for 3D Human Pose Estimation in Camera
  Coordinates
Consensus-based Optimization for 3D Human Pose Estimation in Camera CoordinatesInternational Journal of Computer Vision (IJCV), 2019
D. Luvizon
Hedi Tabia
David Picard
3DH
230
28
0
21 Nov 2019
Structured Prediction Helps 3D Human Motion Modelling
Structured Prediction Helps 3D Human Motion ModellingIEEE International Conference on Computer Vision (ICCV), 2019
Emre Aksan
Manuel Kaufmann
Otmar Hilliges
3DH
269
203
0
20 Oct 2019
A Neural Network for Detailed Human Depth Estimation from a Single Image
A Neural Network for Detailed Human Depth Estimation from a Single ImageIEEE International Conference on Computer Vision (ICCV), 2019
Sicong Tang
Zhihui Wang
K. Cheng
Z. Li
Peng Zhang
P. Tan
3DH
286
45
0
03 Oct 2019
123
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