Exemplar Fine-Tuning for 3D Human Model Fitting Towards In-the-Wild 3D Human Pose Estimation

7 April 2020

Hanbyul Joo

Natalia Neverova

Andrea Vedaldi

3DH

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Papers citing "Exemplar Fine-Tuning for 3D Human Model Fitting Towards In-the-Wild 3D Human Pose Estimation"

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Title
Monocular Human-Object Reconstruction in the Wild Chaofan Huo Ye-ling Shi Jingya Wang 3DH 42 1 0 30 Jul 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
Pose Priors from Language Models Sanjay Subramanian Evonne Ng Lea Müller Dan Klein Shiry Ginosar Trevor Darrell 49 4 0 06 May 2024
TRAM: Global Trajectory and Motion of 3D Humans from in-the-wild Videos Yufu Wang ZiYun Wang Lingjie Liu Kostas Daniilidis 51 25 0 26 Mar 2024
You Only Learn One Query: Learning Unified Human Query for Single-Stage Multi-Person Multi-Task Human-Centric Perception Sheng Jin Shuhuai Li Tong Li Wentao Liu Chao Qian Ping Luo 29 5 0 09 Dec 2023
AniPortraitGAN: Animatable 3D Portrait Generation from 2D Image Collections Yue Wu Sicheng Xu Jianfeng Xiang Fangyun Wei Qifeng Chen Jiaolong Yang Xin Tong 3DH 29 16 0 05 Sep 2023
CHORUS: Learning Canonicalized 3D Human-Object Spatial Relations from Unbounded Synthesized Images Sookwan Han Hanbyul Joo 32 14 0 23 Aug 2023
Coordinate Transformer: Achieving Single-stage Multi-person Mesh Recovery from Videos Haoyuan Li Haoye Dong Hanchao Jia Dong Huang Michael C. Kampffmeyer Liang Lin Xiaodan Liang 27 4 0 20 Aug 2023
HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh Recovery Jiefeng Li Siyuan Bian Chaoshun Xu Zhicun Chen Lixin Yang Cewu Lu 3DH 24 34 0 12 Apr 2023
Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation Wenhao Chai Zhongyu Jiang Lei Li Gaoang Wang 3DH 22 22 0 29 Mar 2023
Hi4D: 4D Instance Segmentation of Close Human Interaction Y. Yin Chen Guo Manuel Kaufmann Juan Jose Zarate Mingli Song Otmar Hilliges 3DH 30 48 0 27 Mar 2023
Let 2D Diffusion Model Know 3D-Consistency for Robust Text-to-3D Generation Junyoung Seo Wooseok Jang Minseop Kwak Ines Hyeonsu Kim Jaehoon Ko Junho Kim Jin-Hwa Kim Jiyoung Lee Seung Wook Kim DiffM 44 135 0 14 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 34 7 0 09 Mar 2023
Decoupling Human and Camera Motion from Videos in the Wild Vickie Ye Georgios Pavlakos Jitendra Malik Angjoo Kanazawa 3DH 28 83 0 24 Feb 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
FuRPE: Learning Full-body Reconstruction from Part Experts Zhaoxin Fan Yuqing Pan Hao Xu Zhenbo Song Zhicheng Wang Kejian Wu Hongyan Liu Jun He 3DH 40 1 0 30 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
Spatio-temporal Tendency Reasoning for Human Body Pose and Shape Estimation from Videos Boyang Zhang Suping Wu Hu Cao Kehua Ma Pan Li Lei Lin 21 1 0 07 Oct 2022
Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms Huijuan Pang Zhongang Cai Lei Yang Tianwei Zhang Ziwei Liu 3DH 54 29 0 21 Sep 2022
CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape Estimation Zhihao Li Jianzhuang Liu Zhensong Zhang Songcen Xu Youliang Yan 3DH 13 217 0 01 Aug 2022
Explicit Occlusion Reasoning for Multi-person 3D Human Pose Estimation Qihao Liu Yi Zhang S. Bai Alan Yuille 42 18 0 29 Jul 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
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
Context-Aware Sequence Alignment using 4D Skeletal Augmentation Taein Kwon Bugra Tekin Siyu Tang Marc Pollefeys 33 13 0 26 Apr 2022
Understanding 3D Object Articulation in Internet Videos Shengyi Qian Linyi Jin C. Rockwell Siyi Chen David Fouhey 27 29 0 30 Mar 2022
HSPACE: Synthetic Parametric Humans Animated in Complex Environments Eduard Gabriel Bazavan Andrei Zanfir M. Zanfir William T. Freeman Rahul Sukthankar C. Sminchisescu 3DH 25 28 0 23 Dec 2021
AdaptPose: Cross-Dataset Adaptation for 3D Human Pose Estimation by Learnable Motion Generation Mohsen Gholami Bastian Wandt Helge Rhodin Rabab Ward Z. J. Wang 3DH 30 46 0 22 Dec 2021
Learning to Regress Bodies from Images using Differentiable Semantic Rendering Sai Kumar Dwivedi Nikos Athanasiou Muhammed Kocabas Michael J. Black 3DH 22 54 0 07 Oct 2021
SPEC: Seeing People in the Wild with an Estimated Camera Muhammed Kocabas C. Huang J. Tesch Lea Müller Otmar Hilliges Michael J. Black 3DH 32 140 0 01 Oct 2021
D3D-HOI: Dynamic 3D Human-Object Interactions from Videos Xiang Xu Hanbyul Joo Greg Mori Manolis Savva 44 38 0 19 Aug 2021
FrankMocap: A Monocular 3D Whole-Body Pose Estimation System via Regression and Integration Yu Rong Takaaki Shiratori Hanbyul Joo 3DH CVBM 30 193 0 13 Aug 2021
Test-Time Personalization with a Transformer for Human Pose Estimation Yizhuo Li Miao Hao Zonglin Di N. B. Gundavarapu Xiaolong Wang ViT 25 46 0 05 Jul 2021
To The Point: Correspondence-driven monocular 3D category reconstruction Filippos Kokkinos Iasonas Kokkinos 3DH 3DPC 26 24 0 10 Jun 2021
AGORA: Avatars in Geography Optimized for Regression Analysis Priyanka Patel C. Huang J. Tesch David T. Hoffmann Shashank Tripathi Michael J. Black 27 204 0 29 Apr 2021
PARE: Part Attention Regressor for 3D Human Body Estimation Muhammed Kocabas C. Huang Otmar Hilliges Michael J. Black 3DH 41 402 0 17 Apr 2021
Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction Shanyan Guan Jingwei Xu Yunbo Wang Bingbing Ni Xiaokang Yang 3DH 33 50 0 30 Mar 2021
NeuralAnnot: Neural Annotator for 3D Human Mesh Training Sets Gyeongsik Moon Hongsuk Choi Kyoung Mu Lee 3DH 24 60 0 23 Nov 2020
Monocular, One-stage, Regression of Multiple 3D People Yu Sun Qian Bao Wu Liu Yili Fu Michael J. Black Tao Mei 3DH 27 273 0 27 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 39 419 0 09 Aug 2020
An Internal Learning Approach to Video Inpainting Haotian Zhang Long Mai N. Xu Zhaowen Wang John Collomosse Hailin Jin 53 70 0 17 Sep 2019
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 187 1,386 0 01 Feb 2018