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"

50 / 57 papers shown

Title
HiFECap: Monocular High-Fidelity and Expressive Capture of Human Performances Yue-Ren Jiang Marc Habermann Vladislav Golyanik Christian Theobalt 3DH 97 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 72 14 0 20 Jul 2022
Distribution-Aware Single-Stage Models for Multi-Person 3D Pose Estimation Zitian Wang Xuecheng Nie Xiaochao Qu Yunpeng Chen Siwen Liu 3DH 56 29 0 15 Mar 2022
HSPACE: Synthetic Parametric Humans Animated in Complex Environments Eduard Gabriel Bazavan Andrei Zanfir M. Zanfir William T. Freeman Rahul Sukthankar C. Sminchisescu 3DH 88 29 0 23 Dec 2021
Direct Multi-view Multi-person 3D Pose Estimation Tao Wang Jianfeng Zhang Yujun Cai Shuicheng Yan Jiashi Feng 3DH 90 95 0 07 Nov 2021
3D-RETR: End-to-End Single and Multi-View 3D Reconstruction with Transformers Z. Shi Zhao Meng Yiran Xing Yunpu Ma Roger Wattenhofer ViT 80 35 0 17 Oct 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 149 55 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 94 67 0 17 Jun 2021
Body Meshes as Points Jianfeng Zhang Dongdong Yu Jun Hao Liew Xuecheng Nie Jiashi Feng 3DH 91 65 0 06 May 2021
KAMA: 3D Keypoint Aware Body Mesh Articulation Umar Iqbal Kevin Xie Yunrong Guo Jan Kautz Pavlo Molchanov 3DH 107 36 0 27 Apr 2021
Locally Aware Piecewise Transformation Fields for 3D Human Mesh Registration Shaofei Wang Andreas Geiger Siyu Tang 3DH 77 49 0 16 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 103 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 53 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 43 21 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 208 97 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 110 67 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 93 80 0 01 Aug 2020
Monocular Real-Time Volumetric Performance Capture Ruilong Li Yuliang Xiu Shunsuke Saito Zeng Huang Kyle Olszewski Hao Li 3DH 159 93 0 28 Jul 2020
Combining Implicit Function Learning and Parametric Models for 3D Human Reconstruction Bharat Lal Bhatnagar C. Sminchisescu Christian Theobalt Gerard Pons-Moll 3DH 127 197 0 22 Jul 2020
Coherent Reconstruction of Multiple Humans from a Single Image W. Jiang Nikos Kolotouros Georgios Pavlakos Xiaowei Zhou Kostas Daniilidis 3DV 3DH 117 184 0 15 Jun 2020
Monocular Human Pose Estimation: A Survey of Deep Learning-based Methods Yucheng Chen Yingli Tian Mingyi He 3DH 66 361 0 02 Jun 2020
Compressed Volumetric Heatmaps for Multi-Person 3D Pose Estimation Matteo Fabbri Fabio Lanzi Simone Calderara S. Alletto Rita Cucchiara 3DH 66 82 0 01 Apr 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 89 136 0 23 Mar 2020
Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild Umar Iqbal Pavlo Molchanov Jan Kautz 3DH 98 117 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 66 38 0 23 Jan 2020
Deep Reinforcement Learning for Active Human Pose Estimation Erik Gartner Aleksis Pirinen C. Sminchisescu 3DH 68 23 0 07 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 60 25 0 06 Jan 2020
Multi-task Deep Learning for Real-Time 3D Human Pose Estimation and Action Recognition D. Luvizon Hedi Tabia David Picard 3DH 95 121 0 15 Dec 2019
Single-shot 3D multi-person pose estimation in complex images Abdallah Benzine B. Luvison Q. C. Pham Catherine Achard 3DH 107 5 0 08 Nov 2019
Multiview-Consistent Semi-Supervised Learning for 3D Human Pose Estimation Rahul Mitra N. B. Gundavarapu Abhishek Sharma Arjun Jain 3DH 136 59 0 14 Aug 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 98 171 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 66 7 0 08 May 2019
Absolute Human Pose Estimation with Depth Prediction Network M. Véges András Lőrincz 3DH 89 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 85 105 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 91 329 0 14 Mar 2019
Neural Scene Decomposition for Multi-Person Motion Capture Helge Rhodin Victor Constantin Isinsu Katircioglu Mathieu Salzmann Pascal Fua 3DH SSL 91 48 0 13 Mar 2019
LiveCap: Real-time Human Performance Capture from Monocular Video Marc Habermann Weipeng Xu Michael Zollhoefer Gerard Pons-Moll Christian Theobalt 3DH 71 155 0 05 Oct 2018
PedX: Benchmark Dataset for Metric 3D Pose Estimation of Pedestrians in Complex Urban Intersections Wonhui Kim M. Ramanagopal Charlie Barto Ming-Yuan Yu Karl Rosaen Nicholas Goumas Ram Vasudevan Matthew Johnson-Roberson 3DPC 3DV 59 65 0 10 Sep 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 116 504 0 17 Aug 2018
What Face and Body Shapes Can Tell About Height Semih Günel Helge Rhodin Pascal Fua 3DH CVBM 58 8 0 25 May 2018
Ordinal Depth Supervision for 3D Human Pose Estimation Georgios Pavlakos Xiaowei Zhou Kostas Daniilidis 3DH 73 362 0 10 May 2018
Learning to Estimate 3D Human Pose and Shape from a Single Color Image Georgios Pavlakos Luyang Zhu Xiaowei Zhou Kostas Daniilidis 3DH 110 609 0 10 May 2018
Hand Pose Estimation via Latent 2.5D Heatmap Regression Umar Iqbal Pavlo Molchanov Thomas Breuel Juergen Gall Jan Kautz 3DH 90 321 0 25 Apr 2018
BodyNet: Volumetric Inference of 3D Human Body Shapes Gül Varol Duygu Ceylan Bryan C. Russell Jimei Yang Ersin Yumer Ivan Laptev Cordelia Schmid 3DH 56 430 0 13 Apr 2018
Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation Helge Rhodin Mathieu Salzmann Pascal Fua 3DH SSL 59 235 0 03 Apr 2018
Mo2Cap2: Real-time Mobile 3D Motion Capture with a Cap-mounted Fisheye Camera Weipeng Xu Avishek Chatterjee Michael Zollhoefer Helge Rhodin Pascal Fua Hans-Peter Seidel Christian Theobalt 76 151 0 15 Mar 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 81 242 0 13 Mar 2018
Video Based Reconstruction of 3D People Models Thiemo Alldieck M. Magnor Weipeng Xu Christian Theobalt Gerard Pons-Moll 3DH 175 484 0 13 Mar 2018
2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning D. Luvizon David Picard Hedi Tabia 3DH 185 485 0 26 Feb 2018
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 293 1,409 0 01 Feb 2018