Christian Sormann

Computer Science · Physical Sciences

4h-index43citations17works0.02yr avg
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Research Topics

Advanced Vision and Imaging(10), Advanced Image and Video Retrieval Techniques(8), Advanced Image Processing Techniques(8), Robotics and Sensor-Based Localization(4), Optical measurement and interference techniques(4)

Publications17 total

A Streamlined Attention-Based Network for Descriptor Extraction
ArXiv.org·2026Open Access
A Streamlined Attention-Based Network for Descriptor Extraction
arXiv (Cornell University)·2026Open Access
GMM-IKRS: Gaussian Mixture Models for Interpretable Keypoint Refinement and Scoring
arXiv (Cornell University)·2024Open Access
GMM-IKRS: Gaussian Mixture Models for Interpretable Keypoint Refinement and Scoring
Lecture notes in computer science·2024
S-TREK: Sequential Translation and Rotation Equivariant Keypoints for local feature extraction
2023· 12 cited
S-TREK: Sequential Translation and Rotation Equivariant Keypoints for local feature extraction
arXiv (Cornell University)·2023Open Access
DELS-MVS: Deep Epipolar Line Search for Multi-View Stereo
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)·2023· 10 cited
DELS-MVS: Deep Epipolar Line Search for Multi-View Stereo
arXiv (Cornell University)·2022· 1 citedOpen Access
MD-Net: Multi-Detector for Local Feature Extraction
2022 26th International Conference on Pattern Recognition (ICPR)·2022· 4 cited
MD-Net: Multi-Detector for Local Feature Extraction
arXiv (Cornell University)·2022Open Access
IB-MVS: An Iterative Algorithm for Deep Multi-View Stereo based on Binary Decisions
elib (German Aerospace Center)·2021Open Access
IB-MVS: An Iterative Algorithm for Deep Multi-View Stereo based on\n Binary Decisions
arXiv (Cornell University)·2021· 1 citedOpen Access
IB-MVS: An Iterative Algorithm for Deep Multi-View Stereo based on Binary Decisions
2021· 1 cited
DeepC-MVS: Deep Confidence Prediction for Multi-View Stereo Reconstruction
2020· 6 citedOpen Access
BP-MVSNet: Belief-Propagation-Layers for Multi-View-Stereo
2020· 4 citedOpen Access
Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems
2020· 4 citedOpen Access
DeepC-MVS: Deep Confidence Prediction for Multi-View Stereo\n Reconstruction
arXiv (Cornell University)·2019Open Access

Frequent Co-authors

Andreas Kühn(16), Friedrich Fraundorfer(15), Mattia Rossi(14), Emanuele Santellani(10), Oliver Erdler(2), Patrick Knöbelreiter(2), Thomas Pock(2), Martin Zach(2), Mattia D'Urso(2), Mattia Rossi(2), Friedrich Fraundorfer(2), Alexander Shekhovtsov(1)