Berkin Özdemir

11 papers Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
CARL: Camera-Agnostic Representation Learning for Spectral Image Analysis.
CoRR
Alexander Baumann, Leonardo Ayala, Silvia Seidlitz, Jan Sellner, Alexander Studier-Fischer, Berkin Özdemir, Lena Maier-Hein, Slobodan Ilic
2025 J jnl
Semantic hyperspectral image synthesis for cross-modality knowledge transfer in surgical data science.
Int. J. Comput. Assist. Radiol. Surg.
Viet Tran Ba, Marco Hübner, Ahmad Bin Qasim, Maike Rees, Jan Sellner, Silvia Seidlitz, Evangelia Christodoulou, Berkin Özdemir, Alexander Studier-Fischer, Felix Nickel, Leonardo Ayala, Lena Maier-Hein
2024 — conf
Deep Intra-operative Illumination Calibration of Hyperspectral Cameras.
MICCAI (6)
Alexander Baumann, Leonardo Ayala, Alexander Studier-Fischer, Jan Sellner, Berkin Özdemir, Karl-Friedrich Kowalewski, Slobodan Ilic, Silvia Seidlitz, Lena Maier-Hein
2024 J jnl
Deep intra-operative illumination calibration of hyperspectral cameras.
CoRR
Alexander Baumann, Leonardo Ayala, Alexander Studier-Fischer, Jan Sellner, Berkin Özdemir, Karl-Friedrich Kowalewski, Slobodan Ilic, Silvia Seidlitz, Lena Maier-Hein
2024 J jnl
Handling Geometric Domain Shifts in Semantic Segmentation of Surgical RGB and Hyperspectral Images.
CoRR
Silvia Seidlitz, Jan Sellner, Alexander Studier-Fischer, Alessandro Motta, Berkin Özdemir, Beat P. Müller-Stich, Felix Nickel, Lena Maier-Hein
2024 J jnl
Test-time augmentation with synthetic data addresses distribution shifts in spectral imaging.
Int. J. Comput. Assist. Radiol. Surg.
Ahmad Bin Qasim, Alessandro Motta, Alexander Studier-Fischer, Jan Sellner, Leonardo Ayala, Marco Hübner, Marc Bressan, Berkin Özdemir, Karl-Friedrich Kowalewski, Felix Nickel, Silvia Seidlitz, Lena Maier-Hein
2024 J jnl
Xeno-learning: knowledge transfer across species in deep learning-based spectral image analysis.
CoRR
Jan Sellner, Alexander Studier-Fischer, Ahmad Bin Qasim, Silvia Seidlitz, Nicholas Schreck, Minu Tizabi, Manuel Wiesenfarth, Annette Kopp-Schneider, Samuel Knödler, Caelan Max Haney, Gabriel Salg, Berkin Özdemir, Maximilian Dietrich, Maurice Stephan Michel, Felix Nickel, Karl-Friedrich Kowalewski, Lena Maier-Hein
2023 — conf
Semantic Segmentation of Surgical Hyperspectral Images Under Geometric Domain Shifts.
MICCAI (9)
Jan Sellner, Silvia Seidlitz, Alexander Studier-Fischer, Alessandro Motta, Berkin Özdemir, Beat Peter Müller-Stich, Felix Nickel, Lena Maier-Hein
2023 J jnl
Semantic segmentation of surgical hyperspectral images under geometric domain shifts.
CoRR
Jan Sellner, Silvia Seidlitz, Alexander Studier-Fischer, Alessandro Motta, Berkin Özdemir, Beat Peter Müller-Stich, Felix Nickel, Lena Maier-Hein
2022 J jnl
Robust deep learning-based semantic organ segmentation in hyperspectral images.
Medical Image Anal.
Silvia Seidlitz, Jan Sellner, Jan Odenthal, Berkin Özdemir, Alexander Studier-Fischer, Samuel Knödler, Leonardo Ayala, Tim J. Adler, Hannes Götz Kenngott, Minu Tizabi, Martin Wagner, Felix Nickel, Beat P. Müller-Stich, Lena Maier-Hein
2021 J jnl
Robust deep learning-based semantic organ segmentation in hyperspectral images.
CoRR
Silvia Seidlitz, Jan Sellner, Jan Odenthal, Berkin Özdemir, Alexander Studier-Fischer, Samuel Knödler, Leonardo Ayala, Tim Adler, Hannes Götz Kenngott, Minu Tizabi, Martin Wagner, Felix Nickel, Beat P. Müller-Stich, Lena Maier-Hein