Publications by Year

• 2023 2
• 2021 2
• 2020 1
• 2019 2
• 2017 2
• 2016 1

2023

PhD. Dissertation: Enabling real-time light-field 3D fluorescence microscopy through computational microscopy and deep learning

Published: October 17, 2023 in mediaTUM

[Article] [Code]

Fast light-field 3D microscopy with out-of-distribution detection and adaptation through Conditional Normalizing Flows

Published: June 14, 2023 in arXiv

[PDF] [Code] [Project Page]

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2021

Learning to Reconstruct Confocal Microscopy Stacks from Single Light Field Images

Published: June 16, 2021 in IEEE Transactions on Computational Imaging

[PDF] [Project Page] [Code]

Real-Time Light Field 3D Microscopy via Sparsity-Driven Learned Deconvolution

Published: May 23, 2021 in 2021 IEEE International Conference on Computational Photography (ICCP)

[PDF] [Project Page] [Code]

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2020

Learning to Model and Calibrate Optics via a Differentiable Wave Optics Simulator

Published: May 19, 2020 in 2020 IEEE International Conference on Image Processing (ICIP)

[PDF] [Project Page] [Code]

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2019

Artifact-free deconvolution in light field microscopy

Published: October 28, 2019 in Optics express, OSA

[PDF]

oLaF: A flexible 3D reconstruction framework for light field microscopy

Published: October 17, 2019 in Technical University of Munich

[PDF] [Code]

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2017

Concurrent segmentation and localization for tracking of surgical instruments

Published: September 10, 2017 in MICCAI

[PDF]

Automatic Initialization and Failure Detection for Surgical Tool Tracking in Retinal Microsurgery

Published: March 12, 2017 in Bildverarbeitung für die Medizin (BVM)

[PDF]

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2016

Real-time online adaption for robust instrument tracking and pose estimation

Published: October 17, 2016 in MICCAI

[Article]

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