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

27 August 2015

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

46 / 46 papers shown

Title
3D Human Pose Estimation via Spatial Graph Order Attention and Temporal Body Aware Transformer Kamel Aouaidjia Aofan Li Wenhao Zhang Chongsheng Zhang ViT 29 0 0 02 May 2025
An Animation-based Augmentation Approach for Action Recognition from Discontinuous Video Xingyu Song Zhan Li Shi Chen Xin-Qiang Cai K. Demachi 33 2 0 10 Apr 2024
Occlusion Resilient 3D Human Pose Estimation S. Roy I. Badanin S. Honari Pascal Fua 3DH 42 0 0 16 Feb 2024
Learning from Abstract Images: on the Importance of Occlusion in a Minimalist Encoding of Human Poses Saad Manzur Wayne Hayes 3DH 20 0 0 19 Jul 2023
Human Body Pose Estimation for Gait Identification: A Comprehensive Survey of Datasets and Models Luke K. Topham Wasiq Khan D. Al-Jumeily A. Hussain CVBM 40 32 0 23 May 2023
Highly Efficient 3D Human Pose Tracking from Events with Spiking Spatiotemporal Transformer Shihao Zou Yuxuan Mu Wei Ji Zi-An Wang Xinxin Zuo Sen Wang Weixin Si Li Cheng 3DH 44 15 0 16 Mar 2023
CNN-Based Action Recognition and Pose Estimation for Classifying Animal Behavior from Videos: A Survey Michael Perez Corey Toler-Franklin MedIm 36 14 0 15 Jan 2023
3D Human Pose Estimation in Multi-View Operating Room Videos Using Differentiable Camera Projections Beerend G. A. Gerats J. Wolterink I. A. Broeders 3DH 30 11 0 21 Oct 2022
DH-AUG: DH Forward Kinematics Model Driven Augmentation for 3D Human Pose Estimation Linzhi Huang Jiahao Liang Weihong Deng 27 11 0 19 Jul 2022
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 16 0 0 01 Oct 2021
Human Pose and Shape Estimation from Single Polarization Images Shihao Zou Wei Ji Sen Wang Yiming Qian Chuan Guo Li Cheng 3DH 43 22 0 15 Aug 2021
KAMA: 3D Keypoint Aware Body Mesh Articulation Umar Iqbal Kevin Xie Yunrong Guo Jan Kautz Pavlo Molchanov 3DH 16 35 0 27 Apr 2021
Enhanced 3D Human Pose Estimation from Videos by using Attention-Based Neural Network with Dilated Convolutions Ruixu Liu Ju Shen He Wang Chong Chen S. Cheung V. Asari 3DH 25 29 0 04 Mar 2021
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild Bastian Wandt Marco Rudolph Petrissa Zell Helge Rhodin Bodo Rosenhahn 3DH 30 101 0 30 Nov 2020
SSP-Net: Scalable Sequential Pyramid Networks for Real-Time 3D Human Pose Regression D. Luvizon Hedi Tabia David Picard 3DH 16 19 0 04 Sep 2020
Monocular Expressive Body Regression through Body-Driven Attention Vasileios Choutas Georgios Pavlakos Timo Bolkart Dimitrios Tzionas Michael J. Black 3DH CVBM 32 233 0 20 Aug 2020
Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild Umar Iqbal Pavlo Molchanov Jan Kautz 3DH 15 117 0 17 Mar 2020
Consensus-based Optimization for 3D Human Pose Estimation in Camera Coordinates D. Luvizon Hedi Tabia David Picard 3DH 68 22 0 21 Nov 2019
Structured Prediction Helps 3D Human Motion Modelling Emre Aksan Manuel Kaufmann Otmar Hilliges 3DH 35 187 0 20 Oct 2019
A Neural Network for Detailed Human Depth Estimation from a Single Image Sicong Tang Zhihui Wang K. Cheng Z. Li Peng Zhang P. Tan 3DH 33 44 0 03 Oct 2019
DenseRaC: Joint 3D Pose and Shape Estimation by Dense Render-and-Compare Yuanlu Xu Song-Chun Zhu Tony Tung 3DH 17 193 0 30 Sep 2019
XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera Dushyant Mehta Oleksandr Sotnychenko Franziska Mueller Weipeng Xu Mohamed A. Elgharib Pascal Fua Hans-Peter Seidel Helge Rhodin Gerard Pons-Moll Christian Theobalt 3DH 18 168 0 01 Jul 2019
Semantic Graph Convolutional Networks for 3D Human Pose Regression Long Zhao Xi Peng Yu Tian Mubbasir Kapadia Dimitris N. Metaxas 3DH 16 505 0 06 Apr 2019
Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking Saurabh Sharma Pavan Teja Varigonda Prashast Bindal Abhishek Sharma Arjun Jain 3DH 24 153 0 02 Apr 2019
3D human pose estimation in video with temporal convolutions and semi-supervised training Dario Pavllo Christoph Feichtenhofer David Grangier Michael Auli 3DH 13 997 0 28 Nov 2018
Can 3D Pose be Learned from 2D Projections Alone? D. Drover M. Rohith Ching-Hang Chen Amit Agrawal A. Tyagi C. P. Huynh 30 112 0 22 Aug 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 22 503 0 17 Aug 2018
3D Human Pose Estimation with Relational Networks Sungheon Park Nojun Kwak 3DH 21 31 0 23 May 2018
Image-based Synthesis for Deep 3D Human Pose Estimation Grégory Rogez Cordelia Schmid 3DH 16 28 0 12 Feb 2018
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 27 392 0 09 Dec 2017
DeepSkeleton: Skeleton Map for 3D Human Pose Regression Qingfu Wan Wei Zhang Xiangyang Xue 3DH 29 9 0 29 Nov 2017
Adversarial Learning of Structure-Aware Fully Convolutional Networks for Landmark Localization Yu Chen Chunhua Shen Hao Chen Xiu-Shen Wei Lingqiao Liu Jian Yang GAN 29 42 0 01 Nov 2017
Long Short-Term Memory Kalman Filters:Recurrent Neural Estimators for Pose Regularization Huseyin Coskun F. Achilles R. DiPietro Nassir Navab Federico Tombari 30 162 0 06 Aug 2017
Recurrent 3D Pose Sequence Machines Mude Lin Liang Lin Xiaodan Liang Keze Wang Hui Cheng 3DH 19 111 0 31 Jul 2017
End-to-end Global to Local CNN Learning for Hand Pose Recovery in Depth Data Meysam Madadi Sergio Escalera Xavier Baro Jordi Gonzalez 3DH 24 70 0 26 May 2017
Harvesting Multiple Views for Marker-less 3D Human Pose Annotations Georgios Pavlakos Xiaowei Zhou Konstantinos G. Derpanis Kostas Daniilidis 3DH 27 192 0 16 Apr 2017
2D-3D Pose Consistency-based Conditional Random Fields for 3D Human Pose Estimation Ju Yong Chang Kyoung Mu Lee 3DH 22 17 0 13 Apr 2017
Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image Denis Tomè Chris Russell Lourdes Agapito 3DH 35 510 0 01 Jan 2017
3D Human Pose Estimation from a Single Image via Distance Matrix Regression Francesc Moreno-Noguer 3DH 41 391 0 28 Nov 2016
Deep Kinematic Pose Regression Xingyi Zhou Xiao Sun Wei Zhang Shuang Liang Yichen Wei 3DH 30 263 0 17 Sep 2016
3D Human Pose Estimation Using Convolutional Neural Networks with 2D Pose Information Sungheon Park Jihye Hwang Nojun Kwak 3DH 16 154 0 10 Aug 2016
MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild Grégory Rogez Cordelia Schmid 3DH 25 274 0 07 Jul 2016
Structured Prediction of 3D Human Pose with Deep Neural Networks Bugra Tekin Isinsu Katircioglu Mathieu Salzmann Vincent Lepetit Pascal Fua 3DH 41 272 0 17 May 2016
Synthesizing Training Images for Boosting Human 3D Pose Estimation Wenzheng Chen Huan Wang Yangyan Li Hao Su Zhenhua Wang Changhe Tu Dani Lischinski Daniel Cohen-Or Baoquan Chen 3DH 25 290 0 10 Apr 2016
Structural-RNN: Deep Learning on Spatio-Temporal Graphs Ashesh Jain Amir Zamir Silvio Savarese Ashutosh Saxena GNN 78 1 0 17 Nov 2015
A Dual-Source Approach for 3D Pose Estimation from a Single Image H. Yasin Umar Iqbal Björn Krüger A. Weber Juergen Gall 3DH 12 194 0 22 Sep 2015