3D Mesh Reconstruction

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8 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

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Home3D 1.0: A High-Fidelity Image-to-3D Asset Generation System for Interior Design
Jun 26, 2026Yiyun Fei, Guoqiu Li, Jin Song +113D Mesh Generation 3D Asset Generation
Alibaba Group / Taobao
Scene and Human in One World: Reconstruction in a Feedforward Pass
Jun 26, 2026Boao Shi, Qiao Feng, Yiming Huang +13D Reconstruction Human Mesh Recovery
University of Pennsylvania, Philadelphia, Pennsylvania, USA
Can Single-View Mesh Reconstruction Generalize to Robot Camera Rotation?
Jun 22, 2026Yu Zhan, Guangcheng Chen, Hanjing Ye +4Monocular Depth Estimation 3D Mesh Reconstruction
Shenzhen Key Laboratory of Robotics and Computer Vision, Southern University of Science and Technology (SUSTech) · Pengcheng Laboratory
A Cross-Model VLM-Judge Protocol for Single-Image 3D Mesh Quality (and Why Cheap Proxies Fall Short)
Jun 16, 2026Ali Asaria, Tony Salomone, Deep GandhiVLM Evaluation 3D Mesh Generation
Transformer Lab
Multi-HMR 2: Multi-Person Camera-Centric Human Detection, Mesh Recovery and Tracking
Jun 12, 2026Guénolé Fiche, Philippe Weinzaepfel, Romain Brégier +1Human Mesh Recovery 3D Object Detection
NAVER LABS Europe
TextHOI-3D: Text-to-3D Hand-Object Interaction via Discrete Multi-View Generation and Joint Mesh Optimization
Jun 10, 2026Zixiong Hao, Zhencun JiangHOI Generation 3D Mesh Generation
Technical University of Munich School of Computation, Information and Technology · Tongji University Shanghai Research Institute for Intelligent Autonomous Systems
Benchmarking stereo reconstruction for 3D printable Martian terrain models
Jun 9, 2026Josephine Wang3D Reconstruction Stereo Matching
MIT Cambridge, MA, USA
Hierarchical Space Partition for Surface Reconstruction
Jun 3, 2026Minjie Tang, Xiangfei Li3D Mesh Generation 3D Reconstruction
Independent Researcher · Huazhong University of Science and Technology
GARDEN: Gravity-Aligned Reconstruction of Disentangled ENvironments from RGB images
Jun 2, 2026Jiahao Sun, Dingkun Wei, Zehong Shen +33D Reconstruction Multi-View 3D Reconstruction
Zhejiang University, China · Ant Group, China
PRIMA: Boosting Animal Mesh Recovery with Biological Priors and Test-Time Adaptation
Jun 1, 2026Xiaohang Yu, Ti Wang, Mackenzie Weygandt MathisTest-Time Adaptation 3D Reconstruction
École Polytechnique Fédérale de Lausanne (EPFL)
PerBite: A Curated Diagnostic Workflow for Bite-Aware Food Volume Estimation
Jun 1, 2026Ahmad AlMughrabi, Farid Al-Areqi, David Fernández Gómez +43D Reconstruction 3D Mesh Reconstruction
1Universitat de Barcelona, Spain. · 4LogMeal, AIGecko Technologies S.L. · 2Grup de Tecnologies Interactives, Universitat Pompeu Fabra, Spain. +1
Real-Time Physics Simulation with Dynamic Mesh-Gaussian Reconstructions
May 30, 2026Adrian Ramlal, John S. Zelek3D Reconstruction Dynamic Scene Reconstruction
University of Waterloo
Triangle Splatting SLAM
May 29, 2026Nicholas Fry, Eric Dexheimer, Kirill Mazur +2Simultaneous Localization and Mapping 3D Reconstruction
Software Performance Optimisation Group, Imperial College London · Department of Computing, Imperial College London
Topologically Consistent Multi-view 3D Head Reconstruction via Coarse-Guided Layered Surface Sampling
May 29, 2026Timo Bolkart, Daoye Wang, Prashanth ChandranMulti-View 3D Reconstruction 3D Mesh Reconstruction
Google, Switzerland
City-Mesh3R: Simulation-Ready City-Scale 3D Mesh Reconstruction from Multi-View Images
May 28, 2026Sayan Paul, Sourav Ghosh, Siddharth Katageri +33D Reconstruction Multi-View 3D Reconstruction
Visual Computing & Embodied AI Lab, TCS Research, India
SAM3D-Phys: Towards Multi-Object Interactive Simulation in Real World
May 28, 2026Xin Dong, Weijian Deng, Lihan Zhang +33D Reconstruction 3D Mesh Reconstruction
Shenzhen International Graduate School, Tsinghua University · Pengcheng Laboratory
SEMAGIC: Learning Semantically Consistent Deformable 3D Representations from In-the-Wild Images
May 27, 2026Sky Cen, Wufei Ma, Guofeng Zhang +2Deformable Shape Reconstruction Non-Rigid Shape Correspondence
Johns Hopkins University · CISPA Helmholtz Center for Information Security
TriSplat: Simulation-Ready Feed-Forward 3D Scene Reconstruction
May 25, 2026Weijie Wang, Zimu Li, Jinchuan Shi +53D Reconstruction Sparse-View 3D Reconstruction
Zhejiang University · ETH Zurich · ETH AI Center +2
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
GenRecon: Bridging Generative Priors for Multi-View 3D Scene Reconstruction
May 22, 2026Katharina Schmid, Nicolas von Lützow, Jozef Hladký +23D Reconstruction Multi-View 3D Reconstruction
Technical University of Munich · Computing Systems Lab, Huawei Technologies, Switzerland
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
ArtMesh: Part-Aware Articulated Mesh Fields with Motion-Consistent Dynamics
May 15, 2026Sylvia Yuan, Dan Wang, Ravi Ramamoorthi +1Articulated Object Reconstruction 3D Reconstruction
University of California San Diego · University of North Texas
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
PhysHanDI: Physics-Based Reconstruction of Hand-Deformable Object Interactions
May 10, 2026Jihyun Lee, Changmin Lee, Donghwan Kim +13D Reconstruction Deformable Shape Reconstruction
School of Computing, KAIST, Daejeon, South Korea.
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
SAM 3D Animal: Promptable Animal 3D Reconstruction from Images in the Wild
May 8, 2026Xuyi Hu, Jin Lyu, Jiuming Liu +43D Reconstruction 3D Mesh Reconstruction
University of Cambridge · Southern University of Science and Technology · Tsinghua University +1
High-Fidelity Surface Splatting-Based 3D Reconstruction from Multi-View Images
May 8, 2026Nandhana Sunil, Abhirami R Iyer, Avirup Mandal3D Mesh Generation 3D Reconstruction
IIT Palakkad, India
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

Jun 26, 2026, cs.CVJ/K move · Enter open · S save

Home3D 1.0: A High-Fidelity Image-to-3D Asset Generation System for Interior Design

Yiyun Fei, Guoqiu Li, Jin Song, Chuqiao Wu+10

Alibaba Group / Taobao

3D Mesh Generation 3D Asset Generation 3D Mesh Reconstruction Single-View 3D Reconstruction

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We present Home3D 1.0, a modular image-to-3D generation system that produces high-quality 3D assets from a single reference image, targeting interior design and e-commerce applications. Given a photograph of a furniture or decor item, the system outputs a mesh with physically-based rendering (PBR) materials, and the mesh can be decomposed into material-specific components. The pipeline is organized into four tightly coupled modules: Geometry reconstructs a watertight mesh through latent SDF modelling with a geometry VAE and a coarse-to-fine flow-matching DiT; Texture predicts multiview albedo observations, reprojects them onto the mesh, and completes unseen surface regions with a 3D texture field; Material uses MatWeaver to obtain component masks through video-based segmentation and UV-space voting, then retrieves and bakes PBR maps from a curated material library through hierarchical multi-modal matching; and Parts generates material-editable semantic part meshes with a PartVAE and PartDiT, decoding multi-head part-specific SDF fields in one pass. Each module is evaluated independently with dedicated metrics, highlighting both the current system capability and the remaining gaps toward broader deployment.

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