← Authors

Friedrich Fraundorfer

19 papers · 2014–2025 · 4 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (35) 🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (4) πŸƒ Academic Marathon (11) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (6) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge πŸ”¬ Deep Specialist (10) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (82) πŸ”₯ Unstoppable (6) πŸ’Ž Century Club (19)

Conferences

CVPR (8) ICCV (4) WACV (4) ECCV (3)

Top co-authors

Sinisa Stekovic (6) Vincent Lepetit (5) Christian Sormann (4) Emanuele Santellani (3) Mattia Rossi (3) Andreas Kuhn (3) Horst Bischof (3) Ji Zhao (2) Shreyas Hampali (2) Banglei Guan (2)

Research topics

Optimization (1)

Keywords

3d reconstruction (5) monte carlo tree search (2) differentiable rendering (2) multi-camera system (2) optimal transport (2) semantic segmentation (2) relative pose estimation (2) relative pose (2) graph neural network (2) instance segmentation (2) multi-view stereo (2) pose estimation (2) point cloud (2) depth estimation (2) self-supervised learning (1) scene understanding (1) motion estimation (1) object detection (1) domain adaptation (1) gaussian splatting (1)

Papers

PyTorchGeoNodes: Enabling Differentiable Shape Programs for 3D Shape Reconstruction CVPR 2025
GMM-IKRS: Gaussian Mixture Models for Interpretable Keypoint Refinement and Scoring ECCV 2024
HAMMER: Learning Entropy Maps To Create Accurate 3D Models in Multi-View Stereo WACV 2024
Re:PolyWorld - A Graph Neural Network for Polygonal Scene Parsing ICCV 2023
Automatically Annotating Indoor Images With CAD Models via RGB-D Scans WACV 2023
S-TREK: Sequential Translation and Rotation Equivariant Keypoints for Local Feature Extraction ICCV 2023
DELS-MVS: Deep Epipolar Line Search for Multi-View Stereo WACV 2023
PolyWorld: Polygonal Building Extraction With Graph Neural Networks in Satellite Images CVPR 2022
Monte Carlo Scene Search for 3D Scene Understanding CVPR 2021
MonteFloor: Extending MCTS for Reconstructing Accurate Large-Scale Floor Plans ICCV 2021
Minimal Cases for Computing the Generalized Relative Pose Using Affine Correspondences ICCV 2021
General 3D Room Layout from a Single View by Render-and-Compare ECCV 2020
Minimal Solutions for Relative Pose With a Single Affine Correspondence CVPR 2020
Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems CVPR 2020
Casting Geometric Constraints in Semantic Segmentation as Semi-Supervised Learning WACV 2020
Semantically Aware Urban 3D Reconstruction with Plane-Based Regularization ECCV 2018
Scalable Surface Reconstruction From Point Clouds With Extreme Scale and Density Diversity CVPR 2017
Using Self-Contradiction to Learn Confidence Measures in Stereo Vision CVPR 2016
Relative Pose Estimation for a Multi-Camera System with Known Vertical Direction CVPR 2014