Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation

3 April 2018

Papers citing "Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation"

50 / 137 papers shown

Title
Disentangled Human Body Representation Based on Unsupervised Semantic-Aware Learning Lu Wang Xishuai Peng Siyi Zhou 3DH DRL 66 0 0 25 May 2025
DreamTexture: Shape from Virtual Texture with Analysis by Augmentation Ananta R. Bhattarai Xingzhe He Alla Sheffer Helge Rhodin DiffM MDE 153 0 0 20 Mar 2025
Markerless Multi-view 3D Human Pose Estimation: a survey Ana Filipa Rodrigues Nogueira Hélder P. Oliveira Luís F. Teixeira 3DH 100 4 0 04 Jul 2024
EPOCH: Jointly Estimating the 3D Pose of Cameras and Humans Nicola Garau Giulia Martinelli N. Bisagno Denis Tomè Carsten Stoll 3DH 109 0 0 28 Jun 2024
Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models Ziyi Wu Yulia Rubanova Rishabh Kabra Drew A. Hudson Igor Gilitschenski Yusuf Aytar Sjoerd van Steenkiste Kelsey R. Allen Thomas Kipf VGen DiffM 104 9 0 13 Jun 2024
DifAttack++: Query-Efficient Black-Box Adversarial Attack via Hierarchical Disentangled Feature Space in Cross-Domain Jun Liu Jiantao Zhou Jiandian Zeng Jinyu Tian Zheng Li 82 0 0 05 Jun 2024
Semi-Supervised Unconstrained Head Pose Estimation in the Wild Huayi Zhou Fei Jiang Hongtao Lu Yong Rui Hongtao Lu Kui Jia 172 0 0 03 Apr 2024
Self-learning Canonical Space for Multi-view 3D Human Pose Estimation Xiaoben Li Mancheng Meng Ziyan Wu Terrence Chen Fan Yang Dinggang Shen 77 0 0 19 Mar 2024
Occlusion Resilient 3D Human Pose Estimation S. Roy I. Badanin S. Honari Pascal Fua 3DH 111 0 0 16 Feb 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 58 0 0 05 Feb 2024
RSB-Pose: Robust Short-Baseline Binocular 3D Human Pose Estimation with Occlusion Handling Xiaoyue Wan Zhuo Chen Yiming Bao Xu Zhao 3DH 58 2 0 24 Nov 2023
GTA: A Geometry-Aware Attention Mechanism for Multi-View Transformers Takeru Miyato Bernhard Jaeger Max Welling Andreas Geiger ViT 159 15 0 16 Oct 2023
3DHR-Co: A Collaborative Test-time Refinement Framework for In-the-Wild 3D Human-Body Reconstruction Task Jonathan Samuel Lumentut Kyoung Mu Lee 3DH 56 0 0 02 Oct 2023
Understanding Pose and Appearance Disentanglement in 3D Human Pose Estimation Krishna Kanth Nakka Mathieu Salzmann DRL CoGe 79 2 0 20 Sep 2023
Mirror-Aware Neural Humans Daniel Ajisafe James Tang Shih-Yang Su Bastian Wandt Helge Rhodin 3DH 78 0 0 09 Sep 2023
Vision-Based Human Pose Estimation via Deep Learning: A Survey Gongjin Lan Yuehua Wu Fei Hu Qi Hao 3DH 108 49 0 26 Aug 2023
Unsupervised 3D Pose Estimation with Non-Rigid Structure-from-Motion Modeling Haorui Ji Huizhong Deng Yuchao Dai Hongdong Li DiffM 91 8 0 18 Aug 2023
Human Body Pose Estimation for Gait Identification: A Comprehensive Survey of Datasets and Models Luke K. Topham Wasiq Khan D. Al-Jumeily A. Hussain CVBM 105 34 0 23 May 2023
Unsupervised Style-based Explicit 3D Face Reconstruction from Single Image Heng Yu Z. '. Milacski László A. Jeni 3DV 3DH 62 2 0 24 Apr 2023
Self-supervised 3D Human Pose Estimation from a Single Image José Sosa David C. Hogg SSL 3DH 63 7 0 05 Apr 2023
Few-shot Geometry-Aware Keypoint Localization Xingzhe He Gaurav Bharaj D. Ferman Helge Rhodin Pablo Garrido 3DPC 87 12 0 30 Mar 2023
Novel View Synthesis of Humans using Differentiable Rendering Guillaume Rochette Chris Russell Richard Bowden DiffM 61 0 0 28 Mar 2023
Rethinking Self-Supervised Visual Representation Learning in Pre-training for 3D Human Pose and Shape Estimation Hongsuk Choi Hyeongjin Nam T. Lee Gyeongsik Moon Kyoung Mu Lee 94 7 0 09 Mar 2023
Learning 3D Human Pose Estimation from Dozens of Datasets using a Geometry-Aware Autoencoder to Bridge Between Skeleton Formats István Sárándi Alexander Hermans Bastian Leibe 3DH 112 42 0 29 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 79 13 0 10 Dec 2022
ViewNet: Unsupervised Viewpoint Estimation from Conditional Generation Octave Mariotti Oisin Mac Aodha Hakan Bilen 94 8 0 01 Dec 2022
Weakly Supervised 3D Multi-person Pose Estimation for Large-scale Scenes based on Monocular Camera and Single LiDAR Peishan Cong Yiteng Xu Yiming Ren Juze Zhang Lan Xu Jingya Wang Jingyi Yu Yuexin Ma 3DH 74 27 0 30 Nov 2022
A Light Touch Approach to Teaching Transformers Multi-view Geometry Yash Bhalgat Joao F. Henriques Andrew Zisserman ViT 101 6 0 28 Nov 2022
Unsupervised 3D Keypoint Discovery with Multi-View Geometry S. Honari Chen Zhao Mathieu Salzmann Pascal Fua 3DH 65 1 0 23 Nov 2022
Contrastive Representation Learning for Gaze Estimation Swati Jindal Roberto Manduchi 59 13 0 24 Oct 2022
Uplift and Upsample: Efficient 3D Human Pose Estimation with Uplifting Transformers Moritz Einfalt K. Ludwig Rainer Lienhart 94 47 0 12 Oct 2022
Self-Supervised 3D Human Pose Estimation in Static Video Via Neural Rendering Luca Schmidtke Benjamin Hou Athanasios Vlontzos Bernhard Kainz 3DH 70 1 0 10 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 94 11 0 10 Sep 2022
MoCapDeform: Monocular 3D Human Motion Capture in Deformable Scenes Zhi Li Soshi Shimada Bernt Schiele Christian Theobalt Vladislav Golyanik 3DH 60 18 0 17 Aug 2022
TUSK: Task-Agnostic Unsupervised Keypoints Yuhe Jin Weiwei Sun J. Hosang Eduard Trulls K. M. Yi 76 5 0 16 Jun 2022
Estimating Pose from Pressure Data for Smart Beds with Deep Image-based Pose Estimators Vandad Davoodnia Saeed Ghorbani Ali Etemad 3DH 43 13 0 13 Jun 2022
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints Xingzhe He Bastian Wandt Helge Rhodin SSL 3DH 3DPC 164 18 0 21 May 2022
Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation Jogendra Nath Kundu Siddharth Seth Anirudh Gururaj Jamkhandi Pradyumna Varun Jampani Anirban Chakraborty R. Venkatesh Babu 3DH 75 9 0 05 Apr 2022
LAKe-Net: Topology-Aware Point Cloud Completion by Localizing Aligned Keypoints Junshu Tang Zhijun Gong Ran Yi Yuan Xie Lizhuang Ma 3DPC 74 53 0 31 Mar 2022
On Triangulation as a Form of Self-Supervision for 3D Human Pose Estimation S. Roy Leonardo Citraro S. Honari Pascal Fua 3DH 145 10 0 29 Mar 2022
PoseTriplet: Co-evolving 3D Human Pose Estimation, Imitation, and Hallucination under Self-supervision Kehong Gong Bingbing Li Jianfeng Zhang Tao Wang Jing Huang Michael Bi Mi Jiashi Feng Xinchao Wang SSL 111 42 0 29 Mar 2022
Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation Jogendra Nath Kundu Siddharth Seth YM Pradyumna Varun Jampani Anirban Chakraborty R. Venkatesh Babu 3DH 79 32 0 29 Mar 2022
Equivariant Point Cloud Analysis via Learning Orientations for Message Passing Shitong Luo Jiahan Li Jiaqi Guan Yufeng Su Chaoran Cheng Jian-wei Peng Jianzhu Ma 3DPC 70 35 0 28 Mar 2022
Recovering 3D Human Mesh from Monocular Images: A Survey Yating Tian Hongwen Zhang Yebin Liu Limin Wang 3DH 174 133 0 03 Mar 2022
Domain Knowledge-Informed Self-Supervised Representations for Workout Form Assessment Paritosh Parmar Amol Gharat Helge Rhodin 3DH SSL 67 21 0 28 Feb 2022
Enhancing Egocentric 3D Pose Estimation with Third Person Views Ameya Dhamanaskar Mariella Dimiccoli Enric Corona Albert Pumarola Francesc Moreno-Noguer EgoV 71 14 0 06 Jan 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
GANSeg: Learning to Segment by Unsupervised Hierarchical Image Generation Xingzhe He Bastian Wandt Helge Rhodin GAN 93 21 0 02 Dec 2021
PoseKernelLifter: Metric Lifting of 3D Human Pose using Sound Zhijian Yang Xiaoran Fan Volkan Isler H. Park 3DH 71 6 0 01 Dec 2021
Human Pose Manipulation and Novel View Synthesis using Differentiable Rendering Guillaume Rochette Chris Russell Richard Bowden DiffM 57 1 0 24 Nov 2021