Christian Sormann

4 papers · 2020–2024 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

CVPR (1) ECCV (1) ICCV (1) WACV (1)

Top co-authors

Friedrich Fraundorfer (4) Emanuele Santellani (3) Mattia Rossi (3) Andreas Kuhn (3) Alexander Shekhovtsov (1) Thomas Pock (1) Martin Zach (1) Patrick Knobelreiter (1)

Research topics

Artificial Intelligence (2) Computer Vision (2) Machine Learning (2) Core AI (2) Deep Learning (1) Analysis (1) Core Methods (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Optimization & Theory (1) Processing (1) Techniques (1)

Keywords

3d reconstruction (1) reinforcement learning (1) semantic segmentation (1) belief propagation (1) depth estimation (1) stereo matching (1) graphical model (1) convolutional neural network (1) dense prediction (1) multi-view stereo (1) keypoint detection (1) rotation equivariance (1) local feature extraction (1) geometry-aware fusion (1) epipolar line search (1) descriptor network (1)

Papers

GMM-IKRS: Gaussian Mixture Models for Interpretable Keypoint Refinement and Scoring ECCV 2024 DELS-MVS: Deep Epipolar Line Search for Multi-View Stereo WACV 2023 S-TREK: Sequential Translation and Rotation Equivariant Keypoints for Local Feature Extraction ICCV 2023 Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems CVPR 2020