IKOL: Inverse kinematics optimization layer for 3D human pose and shape estimation via Gauss-Newton differentiation

2 February 2023

Yuexin Ma

Jingyi Yu

Papers citing "IKOL: Inverse kinematics optimization layer for 3D human pose and shape estimation via Gauss-Newton differentiation"

20 / 20 papers shown

Title
NIMBLE: A Non-rigid Hand Model with Bones and Muscles Yuwei Li Longwen Zhang Zesong Qiu Ying-Ping Jiang Nianyi Li Yuexin Ma Yuyao Zhang Lan Xu Jingyi Yu 3DH 32 14 0 09 Feb 2022
Revitalizing Optimization for 3D Human Pose and Shape Estimation: A Sparse Constrained Formulation Taosha Fan Kalyan Vasudev Alwala Donglai Xiang Weipeng Xu Todd Murphey Mustafa Mukadam 3DH 96 22 0 28 May 2021
Body Meshes as Points Jianfeng Zhang Dongdong Yu Jun Hao Liew Xuecheng Nie Jiashi Feng 3DH 87 64 0 06 May 2021
HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation Jiefeng Li Chao Xu Zhicun Chen Siyuan Bian Lixin Yang Cewu Lu 3DH 72 380 0 30 Nov 2020
Monocular, One-stage, Regression of Multiple 3D People Yu Sun Qian Bao Wu Liu Yili Fu Michael J. Black Tao Mei 3DH 77 277 0 27 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 93 66 0 16 Aug 2020
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image Gyeongsik Moon Kyoung Mu Lee 3DH 87 427 0 09 Aug 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 67 135 0 23 Mar 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 53 24 0 06 Jan 2020
Learning 3D Human Shape and Pose from Dense Body Parts Hongwen Zhang Jie Cao Guo Lu Wanli Ouyang Zhenan Sun 3DH 55 71 0 31 Dec 2019
Deep Declarative Networks: A New Hope Stephen Gould Leonid Sigal Dylan Campbell AI4CE 71 105 0 11 Sep 2019
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image Georgios Pavlakos Vasileios Choutas N. Ghorbani Timo Bolkart Ahmed A. A. Osman Dimitrios Tzionas Michael J. Black 3DH 52 1,717 0 11 Apr 2019
Monocular Total Capture: Posing Face, Body, and Hands in the Wild Donglai Xiang Hanbyul Joo Yaser Sheikh CVBM 3DH 71 328 0 04 Dec 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 89 503 0 17 Aug 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 43 430 0 13 Apr 2018
End-to-end Recovery of Human Shape and Pose Angjoo Kanazawa Michael J. Black David Jacobs Jitendra Malik 3DH 207 1,796 0 18 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 65 219 0 24 Jul 2017
VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera Dushyant Mehta Srinath Sridhar Oleksandr Sotnychenko Helge Rhodin Mohammad Shafiei Hans-Peter Seidel Weipeng Xu Dan Casas Christian Theobalt 3DH 67 817 0 03 May 2017
OptNet: Differentiable Optimization as a Layer in Neural Networks Brandon Amos J. Zico Kolter 156 963 0 01 Mar 2017
Monocular 3D Human Pose Estimation In The Wild Using Improved CNN Supervision Dushyant Mehta Helge Rhodin Dan Casas Pascal Fua Oleksandr Sotnychenko Weipeng Xu Christian Theobalt 3DH 94 1,079 0 29 Nov 2016