3D Human Reconstruction

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11 papers in the last four weeks, up 267% on the four weeks before. 0.1% of all new papers.

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TROPHIES: Temporal Reconstruction of Places, Humans, and Cameras from Multi-view Videos
Jun 1, 2026Jinpeng Liu, Yukang Xu, Yutong Li +14D Reconstruction 3D Reconstruction
National University of Singapore
MuNet: A Mutualistic Network for Joint 3D Human Mesh Recovery and 3D Clothed Human Reconstruction from Single Images
May 25, 2026Yunqi Gao, Leyuan Liu, Yuhan Li +23D Reconstruction Human Mesh Recovery
National Engineering Research Center for E-Learning Central China Normal University, Wuhan, 430079, Hubei, China · National Engineering Research Center of Educational Big Data Central China Normal University, Wuhan, 430079, Hubei, China · School of Electronic Information and Communications Huazhong University of Science and Technology, Wuhan, 430073, Hubei, China +1
Generator-Refiner-Examiner: A Tri-Module Data Augmentation Framework for 3D Human Avatar Learning from Monocular Videos
May 22, 2026Gangjian Zhang, Jian Shu, Sicheng Yu +3Synthetic Data Augmentation 3D Reconstruction
HKUST(GZ) Guangzhou, China · Nanyang Technological University Singapore
DAMA: Disentangled Body-Anchored Gaussians for Controllable Multi-Layered Avatars
May 20, 2026Daniel Eskandar, Berna Kabadayi, Garvita Tiwari +13D Gaussian Splatting 3D Reconstruction
University of Tübingen, Germany · Tübingen AI Center, Germany · Zuse School ELIZA, Germany +2
DanceHMR: Hand-Aware Whole-Body Human Mesh Recovery from Monocular Videos
May 18, 2026Wenhao Shen, Ming Zhou, Hengyuan Zhang +33D Hand Pose Estimation Human Mesh Recovery
ByteDance Intelligent Creation
RHINO: Reconstructing Human Interactions with Novel Objects from Monocular Videos
May 16, 2026Lixin Xue, Chengwei Zheng, Georgios Paschalidis +43D Reconstruction Monocular 3D Reconstruction
1ETH Zürich · 2The University of Tokyo · University of Amsterdam +1
FactorizedHMR: A Hybrid Framework for Video Human Mesh Recovery
May 14, 2026Patrick Kwon, Chen Chen3D Reconstruction Human Mesh Recovery
Institute of Artificial Intelligence University of Central Florida Orlando, FL 32817
MoPO: Incorporating Motion Prior for Occluded Human Mesh Recovery
May 11, 2026Tao Tang, Hong Liu, Xinshun Wang +13D Reconstruction Human Mesh Recovery
State Key Laboratory of General Artificial Intelligence, Peking University, Shenzhen Graduate School, China
Egocentric Whole-Body Human Mesh Recovery with Prior-Guided Learning
May 9, 2026Soyeon Na, Seung Young Noh, Ju Yong Chang3D Reconstruction Human Mesh Recovery
Dept of ECE, Kwangwoon University, Seoul, Korea
Tamaththul3D: High-Fidelity 3D Saudi Sign Language Avatars from Monocular Video
May 6, 2026Eyad Alghamdi, Sattam Altuuaim, Obay Ghulam +23D Hand Pose Estimation 3D Reconstruction
University of Jeddah, Jeddah, Saudi Arabia · King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
Anny-Fit: All-Age Human Mesh Recovery
May 6, 2026Laura Bravo-Sánchez, Matthieu Armando, Romain Brégier +33D Reconstruction Human Mesh Recovery
NAVER LABS Europe · Stanford University
InterMesh: Explicit Interaction-Aware End-to-End Multi-Person Human Mesh Recovery
May 6, 2026Kaili Zheng, Kaiwen Wang, Xun Zhu +23D Reconstruction Human Mesh Recovery
Department of Electronic Engineering, Tsinghua University, Beijing 100084, China · College of AI, Tsinghua University, Beijing 100084, China · Beijing National Research Center for Information Science and Technology
High-Fidelity Single-Image Head Modeling with Industry-Grade Topology
May 6, 2026Yunmu Wang, Zoubin Bi, Bowen Cai +63D Reconstruction Human Mesh Recovery
Alibaba Group, China
Large-Scale High-Quality 3D Gaussian Head Reconstruction from Multi-View Captures
May 5, 2026Evangelos Ntavelis, Sean Wu, Mohamad Shahbazi +213D Gaussian Splatting Multi-View 3D Reconstruction
Apple
3D Human Face Reconstruction with 3DMM face model from RGB image
May 5, 2026Zhangnan Jiang, Zichen Yang3D Morphable Models 3D Mesh Reconstruction
Tandon School of Engineering New York University
HumanSplatHMR: Closing the Loop Between Human Mesh Recovery and Gaussian Splatting Avatar
May 4, 2026Yeheng Zong, Pou-Chun Kung, Yike Pan +43D Reconstruction Human Mesh Recovery
University of Michigan
High-Fidelity Mobile Avatars with Pruned Local Blendshapes
May 3, 2026Youyi Zhan, He Wang, Tianjia Shao +1Model Compression 3D Gaussian Splatting
State Key Lab of CAD&CG, Zhejiang University · University College London
ResiHMR: Residual-Limb Aware Single-Image 3D Human Mesh Recovery for Individuals with Limb Loss
Apr 30, 2026Jiaying Ying, Heming Du, Kaihao Zhang +23D Reconstruction Human Mesh Recovery
The University of Queensland · Australian National University · The University of Adelaide
OmniFit: Multi-modal 3D Body Fitting via Scale-agnostic Dense Landmark Prediction
Apr 23, 2026Zeyu Cai, Yuliang Xiu, Renke Wang +83D Reconstruction Human Mesh Recovery
Nanjing University · Westlake University · Nanjing University of Science and Technology +2
LEXIS: LatEnt ProXimal Interaction Signatures for 3D HOI from an Image
Apr 22, 2026Dimitrije Antić, Alvaro Budria, George Paschalidis +23D Reconstruction Vector-Quantized Variational Autoencoder
University of Amsterdam, The Netherlands · Max Planck Institute for Intelligent Systems, Tübingen, Germany · Aristotle University of Thessaloniki, Greece
UniCon3R: Unified Contact-aware 4D Human-Scene Reconstruction from Monocular Video
Apr 21, 2026Tanuj Sur, Shashank Tripathi, Nikos Athanasiou +44D Reconstruction Human Mesh Recovery
1National University of Singapore · 2Max Planck Institute for Intelligent Systems, Tübingen, Germany
GRAFT: Geometric Refinement and Fitting Transformer for Human Scene Reconstruction
Apr 21, 2026Pradyumna YM, Yuxuan Xue, Yue Chen +33D ViTs 3D Reconstruction
University of Tübingen · Tübingen AI Center · Westlake University +1
Discriminative-Generative Synergy for Occlusion Robust 3D Human Mesh Recovery
Apr 20, 2026Yang Liu, Zhiyong Zhang3D Reconstruction Human Mesh Recovery
School of Electronics and Communication Engineering, Sun Yat-sen University, Shenzhen, Guangdong, China
AnyLift: Scaling Motion Reconstruction from Internet Videos via 2D Diffusion
Apr 20, 2026Hongjie Li, Heng Yu, Jiaman Li +4Markerless Motion Capture 3D Reconstruction
Stanford University · H. Li is now with Peking University
CLOTH-HUGS: Cloth Aware Human Gaussian Splatting
Apr 17, 2026Sadia Mubashshira, Nazanin Amini, Kevin Desai3D Gaussian Splatting 3D Reconstruction
HARMONI: Aligning Human and Scene Priors for Multi-View 4D Reconstruction
Mar 13, 2026Sangmin Kim, Minhyuk Hwang, Geonho Cha +23D Reconstruction Multi-View 3D Reconstruction
Seoul National University · NAVER Cloud
MonoMSK: Monocular 3D Musculoskeletal Dynamics Estimation
Nov 24, 2025Farnoosh Koleini, Hongfei Xue, Ahmed Helmy +1Markerless Motion Capture 3D Human Pose Estimation
University of North Carolina at Charlotte
MetricHMSR:Metric Human Mesh and Scene Recovery from Monocular Images
Jun 11, 2025Chentao Song, He Zhang, Haolei Yuan +4Metric Depth Estimation 3D Reconstruction
Tsinghua University · Beihang University · Beijing Normal University
Sonicmesh: Enhancing 3D Human Mesh Reconstruction in Vision-Impaired Environments With Acoustic Signals
Dec 15, 2024Xiaoxuan Liang, Hong Zhou, Zhaolong Wei +33D Reconstruction Human Mesh Recovery
University of Massachusetts at Amherst, Location, Country · Trine University · University of Illinois at Chicago +1
PSHuman: Photorealistic Single-image 3D Human Reconstruction using Cross-Scale Multiview Diffusion and Explicit Remeshing
Sep 16, 2024Peng Li, Wangguandong Zheng, Yuan Liu +93D Reconstruction 3D Mesh Reconstruction
HKUST · Southeast University · Tsinghua University +1

Jun 1, 2026, cs.CVJ/K move · Enter open · S save

TROPHIES: Temporal Reconstruction of Places, Humans, and Cameras from Multi-view Videos

Jinpeng Liu, Yukang Xu, Yutong Li, Xingyu Liu

National University of Singapore

4D Reconstruction 3D Reconstruction Multi-View 3D Reconstruction Camera Pose Estimation Dynamic Scene Reconstruction 3D Human Reconstruction

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Reconstructing humans and their surrounding environments in a globally consistent 4D space is essential for comprehensive perception. However, prior works typically assume single-view inputs or decouple humans, scenes, and cameras, making them unable to recover coherent geometry, stable motion, and physically aligned trajectories. These limitations motivate us to introduce a new task: unified human-scene-camera reconstruction from multi-view videos, which aims to jointly estimate dynamic humans, static scenes, and camera poses in one global coordinate frame. We propose TROPHIES--Temporal Reconstruction of Places, Humans, and Cameras from Multi-view Videos-a unified framework tailored for this task. TROPHIES features a Human Branch that models humans through temporal and spatial reasoning, and a Scene Branch that reconstructs static geometry with human-aware attention. A global alignment and optimization module couples both branches by enforcing scale consistency, contact priors, and cross-view temporal coherence. Experiments on EgoHuman and EgoExo4D demonstrate that TROPHIES achieves globally aligned, physically plausible 4D reconstructions and consistently outperforms existing paradigms in both global fidelity and human-scene consistency.

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