Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation from Images in the Wild

3 October 2021

Papers citing "Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation from Images in the Wild"

42 / 42 papers shown

Title
ADHMR: Aligning Diffusion-based Human Mesh Recovery via Direct Preference Optimization Wenhao Shen Wanqi Yin Xiaofeng Yang Cheng Chen Chaoyue Song Zhongang Cai Lei Yang Hao Wang Guosheng Lin 36 0 0 15 May 2025
Utilizing Uncertainty in 2D Pose Detectors for Probabilistic 3D Human Mesh Recovery Tom Wehrbein Marco Rudolph Bodo Rosenhahn Bastian Wandt 3DH 74 2 0 25 Nov 2024
Motion Diffusion-Guided 3D Global HMR from a Dynamic Camera Jaewoo Heo Kuan-Chieh Jackson Wang Karen Liu Serena Yeung-Levy VGen DiffM 38 0 0 15 Nov 2024
Controlling Human Shape and Pose in Text-to-Image Diffusion Models via Domain Adaptation Benito Buchheim M. Reimann Jürgen Döllner 31 0 0 07 Nov 2024
ProGraph: Temporally-alignable Probability Guided Graph Topological Modeling for 3D Human Reconstruction Hongsheng Wang Zehui Feng Tong Xiao Genfan Yang Shengyu Zhang Fei Wu Feng Lin DiffM 3DH 42 0 0 07 Nov 2024
Look Ma, no markers: holistic performance capture without the hassle Charlie Hewitt F. Saleh S. Aliakbarian Lohit Petikam Shideh Rezaeifar ... Zafiirah Hosenie T. Cashman Julien P. C. Valentin Darren Cosker T. Baltrušaitis 3DH 20 3 0 15 Oct 2024
Multi-hypotheses Conditioned Point Cloud Diffusion for 3D Human Reconstruction from Occluded Images Donghwan Kim Tae-Kyun Kim DiffM 3DH 38 1 0 27 Sep 2024
MEGA: Masked Generative Autoencoder for Human Mesh Recovery Guénolé Fiche Simon Leglaive Xavier Alameda-Pineda Francesc Moreno-Noguer 3DH 60 1 0 29 May 2024
MOSS: Motion-based 3D Clothed Human Synthesis from Monocular Video Hongsheng Wang Xiang Cai Xi Sun Jinhong Yue Zhanyun Tang Shengyu Zhang Feng Lin Fei Wu 3DH 48 1 0 21 May 2024
A Simple Strategy for Body Estimation from Partial-View Images Yafei Mao Xuelu Li Brandon Smith Jinjin Li Raja Bala 3DH 19 0 0 14 Apr 2024
MoCap-to-Visual Domain Adaptation for Efficient Human Mesh Estimation from 2D Keypoints Bedirhan Uguz Ozhan Suat Batuhan Karagöz Emre Akbas 40 0 0 10 Apr 2024
Normalizing Flows on the Product Space of SO(3) Manifolds for Probabilistic Human Pose Modeling Olaf Dünkel Tim Salzmann Florian Pfaff 3DH 18 1 0 08 Apr 2024
DiffHuman: Probabilistic Photorealistic 3D Reconstruction of Humans A. Sengupta Thiemo Alldieck Nikos Kolotouros Enric Corona Andrei Zanfir C. Sminchisescu 24 7 0 30 Mar 2024
ShapeBoost: Boosting Human Shape Estimation with Part-Based Parameterization and Clothing-Preserving Augmentation Siyuan Bian Jiefeng Li Jiasheng Tang Cewu Lu 3DH 42 2 0 02 Mar 2024
Using Motion Cues to Supervise Single-Frame Body Pose and Shape Estimation in Low Data Regimes Andrey Davydov Alexey Sidnev A. Sanakoyeu Yuhua Chen Mathieu Salzmann Pascal Fua 3DH 26 0 0 05 Feb 2024
SimpleEgo: Predicting Probabilistic Body Pose from Egocentric Cameras Hanz Cuevas-Velasquez Charlie Hewitt S. Aliakbarian Tadas Baltruvsaitis 34 6 0 26 Jan 2024
SHARE: Single-view Human Adversarial REconstruction Shreelekha Revankar Shijia Liao Yu Shen Junbang Liang Huaishu Peng Ming-Chyuan Lin 3DH 42 0 0 30 Dec 2023
AAMDM: Accelerated Auto-regressive Motion Diffusion Model Tianyu Li Calvin Qiao Guanqiao Ren KangKang Yin Sehoon Ha 29 4 0 02 Dec 2023
SplatArmor: Articulated Gaussian splatting for animatable humans from monocular RGB videos Rohit Jena Ganesh Iyer Siddharth Choudhary Brandon M. Smith Pratik Chaudhari James C. Gee 3DGS 32 26 0 17 Nov 2023
Multimodal Active Measurement for Human Mesh Recovery in Close Proximity Takahiro Maeda Keisuke Takeshita Norimichi Ukita Kazuhito Tanaka 43 0 0 12 Oct 2023
AnthroNet: Conditional Generation of Humans via Anthropometrics Francesco Picetti Shrinath Deshpande Jonathan Leban Soroosh Shahtalebi Jay Patel ... River Page Jonathan Hogins A. Crespi Sujoy Ganguly Salehe Erfanian Ebadi 3DH 27 2 0 07 Sep 2023
POCO: 3D Pose and Shape Estimation with Confidence Sai Kumar Dwivedi Cordelia Schmid Hongwei Yi Michael J. Black Dimitrios Tzionas 3DH 11 16 0 24 Aug 2023
3D-Aware Neural Body Fitting for Occlusion Robust 3D Human Pose Estimation Yi Zhang Pengliang Ji Angtian Wang Jieru Mei Adam Kortylewski Alan Yuille 3DH 29 26 0 19 Aug 2023
Body Knowledge and Uncertainty Modeling for Monocular 3D Human Body Reconstruction Yufei Zhang Hanjing Wang Jeffrey O. Kephart Q. Ji 3DH 21 9 0 01 Aug 2023
BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion Michael J. Black Priyanka Patel J. Tesch Jinlong Yang 3DH 40 130 0 29 Jun 2023
Motion-DVAE: Unsupervised learning for fast human motion denoising Guénolé Fiche Simon Leglaive Xavier Alameda-Pineda Renaud Séguier VGen DiffM 3DH 36 2 0 09 Jun 2023
HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation A. Sengupta Ignas Budvytis R. Cipolla 3DH 31 18 0 11 May 2023
TAPE: Temporal Attention-based Probabilistic human pose and shape Estimation Nikolaos Vasilikopoulos Nikos Kolotouros Aggeliki Tsoli Antonis Argyros 3DH 11 1 0 29 Apr 2023
KBody: Towards general, robust, and aligned monocular whole-body estimation N. Zioulis J. F. O'Brien 3DH 21 5 0 23 Apr 2023
Mesh Strikes Back: Fast and Efficient Human Reconstruction from RGB videos Rohit Jena Pratik Chaudhari James C. Gee Ganesh Iyer Siddharth Choudhary Brandon M. Smith 3DH 39 2 0 15 Mar 2023
NeMo: 3D Neural Motion Fields from Multiple Video Instances of the Same Action Kuan-Chieh Jackson Wang Zhenzhen Weng M. Xenochristou Joao Pedro Araujo Jeffrey Gu Chenxi Liu Serena Yeung 3DH 34 2 0 28 Dec 2022
Progressive Multi-view Human Mesh Recovery with Self-Supervision Xuan Gong Liangchen Song Meng Zheng Benjamin Planche Terrence Chen Junsong Yuan David Doermann Ziyan Wu 3DH 23 12 0 10 Dec 2022
TORE: Token Reduction for Efficient Human Mesh Recovery with Transformer Zhiyang Dou Qingxuan Wu Chu-Hsing Lin Zeyu Cao Qiangqiang Wu Weilin Wan Taku Komura Wenping Wang 24 39 0 19 Nov 2022
Human Body Measurement Estimation with Adversarial Augmentation Nataniel Ruiz Míriam Bellver Timo Bolkart Ambuj Arora Ming-Chia Lin Javier Romero Raj Bala 3DH 39 3 0 11 Oct 2022
Self-supervised Human Mesh Recovery with Cross-Representation Alignment Xuan Gong Meng Zheng Benjamin Planche Srikrishna Karanam Terrence Chen David Doermann Ziyan Wu 3DH 36 10 0 10 Sep 2022
PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images Hongwen Zhang Yating Tian Yuxiang Zhang Mengcheng Li Liang An Zhenan Sun Yebin Liu 3DH 31 138 0 13 Jul 2022
Accurate 3D Body Shape Regression using Metric and Semantic Attributes Vasileios Choutas Lea Müller C. Huang Siyu Tang Dimitrios Tzionas Michael J. Black 3DH 31 54 0 14 Jun 2022
Learned Vertex Descent: A New Direction for 3D Human Model Fitting Enric Corona Gerard Pons-Moll Guillem Alenyà Francesc Moreno-Noguer 3DH 22 39 0 12 May 2022
Recovering 3D Human Mesh from Monocular Images: A Survey Yating Tian Hongwen Zhang Yebin Liu Limin Wang 3DH 30 126 0 03 Mar 2022
Probabilistic Estimation of 3D Human Shape and Pose with a Semantic Local Parametric Model A. Sengupta Ignas Budvytis R. Cipolla 3DH 25 5 0 30 Nov 2021
Human Mesh Recovery from Multiple Shots Georgios Pavlakos Jitendra Malik Angjoo Kanazawa 3DH 45 57 0 17 Dec 2020
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 193 1,386 0 01 Feb 2018