Utilizing Uncertainty in 2D Pose Detectors for Probabilistic 3D Human Mesh Recovery

25 November 2024

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Papers citing "Utilizing Uncertainty in 2D Pose Detectors for Probabilistic 3D Human Mesh Recovery"

34 / 34 papers shown

Title
UncertainSAM: Fast and Efficient Uncertainty Quantification of the Segment Anything Model Timo Kaiser Thomas Norrenbrock Bodo Rosenhahn 151 0 0 08 May 2025
TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation Sai Kumar Dwivedi Yu Sun Priyanka Patel Yao Feng Michael J. Black 3DH 113 33 0 25 Apr 2024
ReFit: Recurrent Fitting Network for 3D Human Recovery Yufu Wang Kostas Daniilidis 3DH 51 29 0 22 Aug 2023
HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation A. Sengupta Ignas Budvytis R. Cipolla 3DH 92 20 0 11 May 2023
CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape Estimation Zhihao Li Jianzhuang Liu Zhensong Zhang Songcen Xu Youliang Yan 3DH 93 225 0 01 Aug 2022
VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data Jiajun Su Chunyu Wang Xiaoxuan Ma Wenjun Zeng Yizhou Wang 3DH 59 13 0 20 Jul 2022
ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation Yufei Xu Jing Zhang Qiming Zhang Dacheng Tao ViT 92 538 0 26 Apr 2022
MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation Wenhao Li Hong Liu Hao Tang Pichao Wang Luc Van Gool ViT 111 252 0 24 Nov 2021
Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation from Images in the Wild A. Sengupta Ignas Budvytis R. Cipolla 3DH 97 60 0 03 Oct 2021
Probabilistic Modeling for Human Mesh Recovery Nikos Kolotouros Georgios Pavlakos Dinesh Jayaraman Kostas Daniilidis 3DH 64 168 0 26 Aug 2021
AGORA: Avatars in Geography Optimized for Regression Analysis Priyanka Patel C. Huang J. Tesch David T. Hoffmann Shashank Tripathi Michael J. Black 82 205 0 29 Apr 2021
PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop Hongwen Zhang Yating Tian Xinchi Zhou Wanli Ouyang Yebin Liu Limin Wang Zhenan Sun 3DH 104 304 0 30 Mar 2021
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Huayu Chen A. Srinivas Rui Qian Nayeon Lee E. D. Cubuk Quoc V. Le Barret Zoph ISeg 314 994 0 13 Dec 2020
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 90 381 0 30 Nov 2020
3D Multi-bodies: Fitting Sets of Plausible 3D Human Models to Ambiguous Image Data Benjamin Biggs Sébastien Ehrhardt Hanbyul Joo Benjamin Graham Andrea Vedaldi David Novotny 3DH 89 68 0 02 Nov 2020
Beyond Weak Perspective for Monocular 3D Human Pose Estimation Imry Kissos L. Fritz M. Goldman Omer Meir Eduard Oks M. Kliger 3DH 49 33 0 14 Sep 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 759 18,408 0 19 Jun 2020
Learning Likelihoods with Conditional Normalizing Flows Christina Winkler Daniel E. Worrall Emiel Hoogeboom Max Welling TPM 241 226 0 29 Nov 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 65 1,726 0 11 Apr 2019
Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking Saurabh Sharma Pavan Teja Varigonda Prashast Bindal Abhishek Sharma Arjun Jain 3DH 66 154 0 02 Apr 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 138 4,063 0 25 Feb 2019
On the Continuity of Rotation Representations in Neural Networks Yi Zhou Connelly Barnes Jingwan Lu Jimei Yang Hao Li 3DH 87 1,294 0 17 Dec 2018
CrowdPose: Efficient Crowded Scenes Pose Estimation and A New Benchmark Jiefeng Li Can Wang Hao Zhu Yihuan Mao Haoshu Fang Cewu Lu 70 512 0 02 Dec 2018
Analyzing Inverse Problems with Invertible Neural Networks Lynton Ardizzone Jakob Kruse Sebastian J. Wirkert D. Rahner E. Pellegrini R. Klessen Lena Maier-Hein Carsten Rother Ullrich Kothe 89 494 0 14 Aug 2018
Glow: Generative Flow with Invertible 1x1 Convolutions Diederik P. Kingma Prafulla Dhariwal BDL DRL 308 3,144 0 09 Jul 2018
End-to-end Recovery of Human Shape and Pose Angjoo Kanazawa Michael J. Black David Jacobs Jitendra Malik 3DH 228 1,801 0 18 Dec 2017
Masked Autoregressive Flow for Density Estimation George Papamakarios Theo Pavlakou Iain Murray 222 1,360 0 19 May 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 381 27,275 0 20 Mar 2017
Generating Multiple Diverse Hypotheses for Human 3D Pose Consistent with 2D Joint Detections Ehsan Jahangiri Alan Yuille 3DH 64 91 0 08 Feb 2017
Faster Eigenvector Computation via Shift-and-Invert Preconditioning Dan Garber Laurent Dinh Chi Jin Jascha Narain Sohl-Dickstein Samy Bengio Praneeth Netrapalli Aaron Sidford 277 3,722 0 26 May 2016
Variational Inference with Normalizing Flows Danilo Jimenez Rezende S. Mohamed DRL BDL 322 4,198 0 21 May 2015
MADE: Masked Autoencoder for Distribution Estimation M. Germain Karol Gregor Iain Murray Hugo Larochelle OOD SyDa UQCV 189 874 0 12 Feb 2015
NICE: Non-linear Independent Components Estimation Laurent Dinh David M. Krueger Yoshua Bengio DRL BDL 142 2,269 0 30 Oct 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 437 43,875 0 01 May 2014