Deep Multitask Architecture for Integrated 2D and 3D Human Sensing

31 January 2017

Papers citing "Deep Multitask Architecture for Integrated 2D and 3D Human Sensing"

41 / 41 papers shown

Title
Occlusion Resilient 3D Human Pose Estimation S. Roy I. Badanin S. Honari Pascal Fua 3DH 39 0 0 16 Feb 2024
Understanding Pose and Appearance Disentanglement in 3D Human Pose Estimation K. K. Nakka Mathieu Salzmann DRL CoGe 26 2 0 20 Sep 2023
Reconstructing Three-Dimensional Models of Interacting Humans Mihai Fieraru M. Zanfir Elisabeta Oneata A. Popa Vlad Olaru C. Sminchisescu 3DH 36 6 0 03 Aug 2023
HiFECap: Monocular High-Fidelity and Expressive Capture of Human Performances Yue-Ren Jiang Marc Habermann Vladislav Golyanik Christian Theobalt 3DH 48 11 0 11 Oct 2022
VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data Jiajun Su Chunyu Wang Xiaoxuan Ma Wenjun Zeng Yizhou Wang 3DH 34 13 0 20 Jul 2022
HSPACE: Synthetic Parametric Humans Animated in Complex Environments Eduard Gabriel Bazavan Andrei Zanfir M. Zanfir William T. Freeman Rahul Sukthankar C. Sminchisescu 3DH 25 28 0 23 Dec 2021
Direct Multi-view Multi-person 3D Pose Estimation Tao Wang Jianfeng Zhang Yujun Cai Shuicheng Yan Jiashi Feng 3DH 40 89 0 07 Nov 2021
Hand Image Understanding via Deep Multi-Task Learning Xiong Zhang Hongsheng Huang Jianchao Tan Hongmin Xu Cheng Yang Guozhu Peng Lei Wang Ji Liu 3DH 37 52 0 24 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 31 65 0 17 Jun 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
Deep Physics-aware Inference of Cloth Deformation for Monocular Human Performance Capture Yue Li Marc Habermann B. Thomaszewski Stelian Coros Thabo Beeler Christian Theobalt 3DH 34 41 0 25 Nov 2020
Error Bounds of Projection Models in Weakly Supervised 3D Human Pose Estimation Nikolas Klug Moritz Einfalt Stephan Brehm Rainer Lienhart 29 1 0 23 Oct 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
SMAP: Single-Shot Multi-Person Absolute 3D Pose Estimation Jianan Zhen Qi Fang Jiaming Sun Wentao Liu Wei Jiang Hujun Bao Xiaowei Zhou 3DH 118 96 0 26 Aug 2020
Neural Descent for Visual 3D Human Pose and Shape Andrei Zanfir Eduard Gabriel Bazavan M. Zanfir William T. Freeman Rahul Sukthankar C. Sminchisescu 3DH 32 65 0 16 Aug 2020
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation Jiefeng Li Can Wang Wentao Liu Chao Qian Cewu Lu 3DH 30 80 0 01 Aug 2020
Coherent Reconstruction of Multiple Humans from a Single Image W. Jiang Nikos Kolotouros Georgios Pavlakos Xiaowei Zhou Kostas Daniilidis 3DV 3DH 34 182 0 15 Jun 2020
Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows Andrei Zanfir Eduard Gabriel Bazavan Hongyi Xu Bill Freeman Rahul Sukthankar C. Sminchisescu 3DH 31 133 0 23 Mar 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
Deformation-aware Unpaired Image Translation for Pose Estimation on Laboratory Animals Siyuan Li Semih Günel Mirela Oštrek Pavan Ramdya Pascal Fua Helge Rhodin MedIm 29 37 0 23 Jan 2020
Chained Representation Cycling: Learning to Estimate 3D Human Pose and Shape by Cycling Between Representations Nadine Rueegg Christoph Lassner Michael J. Black Konrad Schindler 24 23 0 06 Jan 2020
ActiveMoCap: Optimized Viewpoint Selection for Active Human Motion Capture Sena Kiciroglu Helge Rhodin Sudipta N. Sinha Mathieu Salzmann Pascal Fua 22 2 0 18 Dec 2019
Multi-task Deep Learning for Real-Time 3D Human Pose Estimation and Action Recognition D. Luvizon Hedi Tabia David Picard 3DH 27 115 0 15 Dec 2019
Consensus-based Optimization for 3D Human Pose Estimation in Camera Coordinates D. Luvizon Hedi Tabia David Picard 3DH 68 22 0 21 Nov 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
Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation D. Sánchez Marc Oliu Meysam Madadi Xavier Baro Sergio Escalera 3DH 24 7 0 08 May 2019
Absolute Human Pose Estimation with Depth Prediction Network M. Véges András Lőrincz 3DH 27 30 0 11 Apr 2019
Weakly-Supervised Discovery of Geometry-Aware Representation for 3D Human Pose Estimation Xipeng Chen Kwan-Yee Lin Wentao Liu Chao Qian Xiaogang Wang Liang Lin 3DH 27 105 0 21 Mar 2019
Learning to Reconstruct People in Clothing from a Single RGB Camera Thiemo Alldieck M. Magnor Bharat Lal Bhatnagar Christian Theobalt Gerard Pons-Moll 3DH 20 325 0 14 Mar 2019
Neural Scene Decomposition for Multi-Person Motion Capture Helge Rhodin Victor Constantin Isinsu Katircioglu Mathieu Salzmann Pascal Fua 3DH SSL 33 47 0 13 Mar 2019
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
What Face and Body Shapes Can Tell About Height Semih Günel Helge Rhodin Pascal Fua 3DH CVBM 28 8 0 25 May 2018
Learning to Estimate 3D Human Pose and Shape from a Single Color Image Georgios Pavlakos Luyang Zhu Xiaowei Zhou Kostas Daniilidis 3DH 34 604 0 10 May 2018
Hand Pose Estimation via Latent 2.5D Heatmap Regression Umar Iqbal Pavlo Molchanov Thomas Breuel Juergen Gall Jan Kautz 3DH 24 317 0 25 Apr 2018
Learning Monocular 3D Human Pose Estimation from Multi-view Images Helge Rhodin Jorg Sporri Isinsu Katircioglu Victor Constantin Frédéric Meyer Erich Müller Mathieu Salzmann Pascal Fua 3DH 23 241 0 13 Mar 2018
2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning D. Luvizon David Picard Hedi Tabia 3DH 44 480 0 26 Feb 2018
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 208 1,386 0 01 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
Towards Accurate Markerless Human Shape and Pose Estimation over Time Yinghao Huang Federica Bogo Christoph Lassner Angjoo Kanazawa Peter V. Gehler Ijaz Akhter Michael J. Black 3DH 13 218 0 24 Jul 2017
Learning to Estimate 3D Hand Pose from Single RGB Images Christiane Zimmermann Thomas Brox 3DH 30 699 0 03 May 2017
Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach Xingyi Zhou Qi-Xing Huang Xiao Sun Xiangyang Xue Yichen Wei 3DH 54 567 0 08 Apr 2017