Friedrich Fraundorfer
19 papers · 2014–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (11) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (35)
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Renaissance Researcher
(6)
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Keyword Pioneer
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Interdisciplinary Bridge
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Deep Specialist
(10)
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Conference Pioneer
ποΈ
Keyword Collector
(82)
π₯
Unstoppable
(6)
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Century Club
(19)
Conferences
CVPR (8)
ICCV (4)
WACV (4)
ECCV (3)
Top co-authors
Research topics
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