Noise-in, Bias-out: Balanced and Real-time MoCap Solving

25 September 2023

G. Albanis

N. Zioulis

Spyridon Thermos

Anargyros Chatzitofis

Kostas Kolomvatsos

ArXiv (abs)PDF HTML

Papers citing "Noise-in, Bias-out: Balanced and Real-time MoCap Solving"

29 / 29 papers shown

Title
SUPR: A Sparse Unified Part-Based Human Representation Ahmed A. A. Osman Timo Bolkart Dimitrios Tzionas Michael J. Black 3DH 36 25 0 25 Oct 2022
Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields Garvita Tiwari Dimitrije Antic J. E. Lenssen N. Sarafianos Tony Tung Gerard Pons-Moll 3DH 77 92 0 27 Jul 2022
Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic Projection Hang Ye Wentao Zhu Chun-yu Wang Rujie Wu Yizhou Wang 3DH 84 49 0 22 Jul 2022
Model Optimization in Imbalanced Regression Aníbal Silva Rita P. Ribeiro Nuno Moniz 26 10 0 20 Jun 2022
Generalizable Neural Performer: Learning Robust Radiance Fields for Human Novel View Synthesis Wei Cheng Su Xu Jingtan Piao Chao Qian Wayne Wu Kwan-Yee Lin Hongsheng Li 3DH 61 37 0 25 Apr 2022
imGHUM: Implicit Generative Models of 3D Human Shape and Articulated Pose Thiemo Alldieck Hongyi Xu C. Sminchisescu 3DH 86 117 0 24 Aug 2021
Function4D: Real-time Human Volumetric Capture from Very Sparse Consumer RGBD Sensors Tao Yu Zerong Zheng Kaiwen Guo Pengpeng Liu Qionghai Dai Yebin Liu 3DH 60 290 0 05 May 2021
Neural Body: Implicit Neural Representations with Structured Latent Codes for Novel View Synthesis of Dynamic Humans Sida Peng Yuanqing Zhang Yinghao Xu Qianqian Wang Qing Shuai Hujun Bao Xiaowei Zhou 3DH 281 702 0 31 Dec 2020
Chasing the Tail in Monocular 3D Human Reconstruction with Prototype Memory Yu Rong Ziwei Liu Chen Change Loy 3DH 52 15 0 29 Dec 2020
Action2Motion: Conditioned Generation of 3D Human Motions Chuan Guo Wei Ji Sen Wang Shihao Zou Qingyao Sun Annan Deng Minglun Gong Li Cheng 76 420 0 30 Jul 2020
Perpetual Motion: Generating Unbounded Human Motion Yan Zhang Michael J. Black Siyu Tang 3DH 93 47 0 27 Jul 2020
It Is Likely That Your Loss Should be a Likelihood Mark Hamilton Evan Shelhamer William T. Freeman UQCV 48 6 0 12 Jul 2020
Distribution-Aware Coordinate Representation for Human Pose Estimation Feng Zhang Xiatian Zhu Hanbin Dai Mao Ye Ce Zhu 3DH 73 424 0 14 Oct 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 393 3,627 0 20 Aug 2019
Learning to Train with Synthetic Humans David T. Hoffmann Dimitrios Tzionas M. Black Siyu Tang 51 33 0 02 Aug 2019
Learnable Triangulation of Human Pose Karim Iskakov Egor Burkov Victor Lempitsky Yury Malkov 3DH 70 365 0 14 May 2019
Making Convolutional Networks Shift-Invariant Again Richard Y. Zhang OOD 93 798 0 25 Apr 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 58 1,725 0 11 Apr 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 614 10,590 0 12 Dec 2018
3D Human Pose Estimation with 2D Marginal Heatmaps Aiden Nibali Zhen He Stuart Morgan L. Prendergast 3DH 73 95 0 05 Jun 2018
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 199 9,473 0 09 Feb 2018
Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies Hanbyul Joo Tomas Simon Yaser Sheikh 3DH 96 520 0 05 Jan 2018
Integral Human Pose Regression Xiao Sun Bin Xiao Fangyin Wei Shuang Liang Yichen Wei 3DH 93 808 0 22 Nov 2017
Human Pose Regression by Combining Indirect Part Detection and Contextual Information D. Luvizon Hedi Tabia David Picard 3DH 83 236 0 06 Oct 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 272 3,135 0 19 May 2017
A General and Adaptive Robust Loss Function Jonathan T. Barron OOD DRL 193 540 0 11 Jan 2017
Variational Inference with Normalizing Flows Danilo Jimenez Rezende S. Mohamed DRL BDL 322 4,196 0 21 May 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 465 43,341 0 11 Feb 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 338 18,651 0 06 Feb 2015