Learning to Regress Bodies from Images using Differentiable Semantic Rendering

7 October 2021

Papers citing "Learning to Regress Bodies from Images using Differentiable Semantic Rendering"

38 / 38 papers shown

Title
PICO: Reconstructing 3D People In Contact with Objects Alpár Cseke Shashank Tripathi Sai Kumar Dwivedi Arjun Lakshmipathy Agniv Chatterjee M. Black Dimitrios Tzionas 3DH 32 1 0 24 Apr 2025
InteractVLM: 3D Interaction Reasoning from 2D Foundational Models Sai Kumar Dwivedi Dimitrije Antić Shashank Tripathi Omid Taheri Cordelia Schmid M. Black Dimitrios Tzionas 23 1 0 07 Apr 2025
Harmony4D: A Video Dataset for In-The-Wild Close Human Interactions Rawal Khirodkar Jyun-Ting Song Jinkun Cao Zhengyi Luo Kris M. Kitani 28 3 0 27 Oct 2024
D-PoSE: Depth as an Intermediate Representation for 3D Human Pose and Shape Estimation Nikolaos Vasilikopoulos Drosakis Drosakis Antonis Argyros 3DH 14 0 0 07 Oct 2024
Disco4D: Disentangled 4D Human Generation and Animation from a Single Image Hui En Pang Shuai Liu Zhongang Cai Lei Yang Tianwei Zhang Ziwei Liu 3DGS 26 3 0 25 Sep 2024
RemoCap: Disentangled Representation Learning for Motion Capture Hongsheng Wang Lizao Zhang Zhangnan Zhong Shuolin Xu Xinrui Zhou Shengyu Zhang Huahao Xu Fei Wu Feng Lin 20 0 0 21 May 2024
TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation Sai Kumar Dwivedi Yu Sun Priyanka Patel Yao Feng Michael J. Black 3DH 31 26 0 25 Apr 2024
SMPLer: Taming Transformers for Monocular 3D Human Shape and Pose Estimation Xiangyu Xu Lijuan Liu Shuicheng Yan 22 10 0 23 Apr 2024
HumMUSS: Human Motion Understanding using State Space Models Arnab Kumar Mondal Stefano Alletto Denis Tome 26 4 0 16 Apr 2024
AWOL: Analysis WithOut synthesis using Language Silvia Zuffi Michael J. Black 26 2 0 03 Apr 2024
Personalized 3D Human Pose and Shape Refinement Tom Wehrbein Bodo Rosenhahn Iain A. Matthews Carsten Stoll 3DH 16 1 0 18 Mar 2024
ShapeBoost: Boosting Human Shape Estimation with Part-Based Parameterization and Clothing-Preserving Augmentation Siyuan Bian Jiefeng Li Jiasheng Tang Cewu Lu 3DH 18 2 0 02 Mar 2024
SHARE: Single-view Human Adversarial REconstruction Shreelekha Revankar Shijia Liao Yu Shen Junbang Liang Huaishu Peng Ming-Chyuan Lin 3DH 27 0 0 30 Dec 2023
Primitive-based 3D Human-Object Interaction Modelling and Programming Siqi Liu Yong-Lu Li Zhou Fang Xinpeng Liu Yang You Cewu Lu 20 5 0 17 Dec 2023
Towards Robust and Expressive Whole-body Human Pose and Shape Estimation EnPang Hui Zhongang Cai Lei Yang Qingyi Tao Zhonghua Wu Tianwei Zhang Ziwei Liu 3DH 14 8 0 14 Dec 2023
VQ-HPS: Human Pose and Shape Estimation in a Vector-Quantized Latent Space Guénolé Fiche Simon Leglaive Xavier Alameda-Pineda Antonio Agudo Francesc Moreno-Noguer 16 5 0 13 Dec 2023
HandyPriors: Physically Consistent Perception of Hand-Object Interactions with Differentiable Priors Shutong Zhang Yi-Ling Qiao Guanglei Zhu Eric Heiden Dylan Turpin Jingzhou Liu Ming-Chyuan Lin Miles Macklin Animesh Garg 12 2 0 28 Nov 2023
SketchBodyNet: A Sketch-Driven Multi-faceted Decoder Network for 3D Human Reconstruction Fei Wang Kongzhang Tang Hefeng Wu Baoquan Zhao Hao Cai Teng Zhou 3DH 3DV 13 1 0 10 Oct 2023
PointHPS: Cascaded 3D Human Pose and Shape Estimation from Point Clouds Zhongang Cai Liang Pan Chen Wei Wanqi Yin Fangzhou Hong Mingyuan Zhang Chen Change Loy Lei Yang Ziwei Liu 3DH 12 3 0 28 Aug 2023
POCO: 3D Pose and Shape Estimation with Confidence Sai Kumar Dwivedi Cordelia Schmid Hongwei Yi Michael J. Black Dimitrios Tzionas 3DH 8 16 0 24 Aug 2023
JOTR: 3D Joint Contrastive Learning with Transformers for Occluded Human Mesh Recovery Jiahao Li Zongxin Yang Xiaohan Wang Jianxin Ma Chang Zhou Yi Yang 19 10 0 31 Jul 2023
EgoHumans: An Egocentric 3D Multi-Human Benchmark Rawal Khirodkar Aayush Bansal Lingni Ma Richard A. Newcombe Minh Vo Kris M. Kitani EgoV 8 33 0 25 May 2023
POTTER: Pooling Attention Transformer for Efficient Human Mesh Recovery Ce Zheng Xianpeng Liu Guo-Jun Qi C. L. P. Chen 3DH 105 32 0 23 Mar 2023
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 11 38 0 19 Nov 2022
Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms Huijuan Pang Zhongang Cai Lei Yang Tianwei Zhang Ziwei Liu 3DH 33 27 0 21 Sep 2022
Learning Visibility for Robust Dense Human Body Estimation Chunfeng Yao Jimei Yang Duygu Ceylan Yi Zhou Yang Zhou Ming-Hsuan Yang 3DH 17 20 0 23 Aug 2022
Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with Transformers Junhyeong Cho Youwang Kim Tae-Hyun Oh ViT 9 88 0 27 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 12 137 0 13 Jul 2022
Capturing and Inferring Dense Full-Body Human-Scene Contact C. Huang Hongwei Yi Markus Hoschle Matvey Safroshkin Tsvetelina Alexiadis Senya Polikovsky D. Scharstein Michael J. Black 3DH 14 123 0 20 Jun 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 12 52 0 14 Jun 2022
FeatER: An Efficient Network for Human Reconstruction via Feature Map-Based TransformER Ce Zheng Matías Mendieta Taojiannan Yang Guo-Jun Qi C. L. P. Chen ViT 3DH 4 14 0 30 May 2022
Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer Wang Zeng Sheng Jin Wentao Liu Chao Qian Ping Luo Ouyang Wanli Xiaogang Wang ViT 8 119 0 19 Apr 2022
Occluded Human Mesh Recovery Rawal Khirodkar Shashank Tripathi Kris M. Kitani 3DH 19 68 0 24 Mar 2022
Physical Inertial Poser (PIP): Physics-aware Real-time Human Motion Tracking from Sparse Inertial Sensors Xinyu Yi Yuxiao Zhou Marc Habermann Soshi Shimada Vladislav Golyanik Christian Theobalt F. Xu 11 163 0 16 Mar 2022
Recovering 3D Human Mesh from Monocular Images: A Survey Yating Tian Hongwen Zhang Yebin Liu Limin Wang 3DH 12 101 0 03 Mar 2022
Putting People in their Place: Monocular Regression of 3D People in Depth Yu Sun Wu Liu Qian Bao Yili Fu Tao Mei Michael J. Black 3DH 12 152 0 15 Dec 2021
A Lightweight Graph Transformer Network for Human Mesh Reconstruction from 2D Human Pose Ce Zheng Matías Mendieta Pu Wang Aidong Lu C. L. P. Chen 3DH 11 31 0 24 Nov 2021
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 164 1,371 0 01 Feb 2018