Robert Maier

5 papers · 2017–2024 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12)

Venues

CVPR (2) AAAI (1) ECCV (1) ICCV (1)

Top co-authors

Edmond Boyer (3) Tony Tung (3) Nikolaos Sarafianos (2) Daniel Cremers (2) Yuanlu Xu (2) Federica Bogo (1) Angtian Wang (1) Adrian Hilton (1) Matthias Niessner (1) Alan Yuille (1)

Research topics

Computer Vision (3) Analysis (3) Deep Learning (2) Generation (2) Models (2) Processing (2) Artificial Intelligence (1) Machine Learning (1) Mathematics & Optimization (1) Architectures (1) Core AI (1) Domain-Specific (1) Learning Types (1) Optimization (1) Optimization & Theory (1)

Keywords

3d reconstruction (2) 3d human reconstruction (2) neural rendering (1) neural reconstruction (1) inverse problem (1) signed distance field (1) deformable object (1) signed distance function (1) human reconstruction (1) rgb-d image (1) finite element method (1) implicit surface (1) geometric detail (1) material parameter (1) finite element simulation (1) sparse observation (1) material reconstruction (1) neural implicit model (1) depth supervision (1) implicit surface representation (1)

Papers

ANIM: Accurate Neural Implicit Model for Human Reconstruction from a single RGB-D Image CVPR 2024 HISR: Hybrid Implicit Surface Representation for Photorealistic 3D Human Reconstruction AAAI 2024 SplatFields: Neural Gaussian Splats for Sparse 3D and 4D Reconstruction ECCV 2024 Correspondence-Free Material Reconstruction using Sparse Surface Constraints CVPR 2020 Intrinsic3D: High-Quality 3D Reconstruction by Joint Appearance and Geometry Optimization With Spatially-Varying Lighting ICCV 2017