4 papers
Sparsity-based background removal for STORM super-resolution images
Patris Valera, Josué Page Vizcaíno, Tobias Lasser
Single-molecule localization microscopy techniques, like stochastic optical reconstruction microscopy (STORM), visualize biological specimens by stochastically exciting sparse blin…
Fast light-field 3D microscopy with out-of-distribution detection and adaptation through Conditional Normalizing Flows
Josué Page Vizcaíno, Panagiotis Symvoulidis, Zeguan Wang +4
Real-time 3D fluorescence microscopy is crucial for the spatiotemporal analysis of live organisms, such as neural activity monitoring. The eXtended field-of-view light field micros…
Learning to Reconstruct Confocal Microscopy Stacks from Single Light Field Images
Josue Page, Federico Saltarin, Yury Belyaev +2
We present a novel deep learning approach to reconstruct confocal microscopy stacks from single light field images. To perform the reconstruction, we introduce the LFMNet, a novel…
Concurrent Segmentation and Localization for Tracking of Surgical Instruments
Iro Laina, Nicola Rieke, Christian Rupprecht +4
Real-time instrument tracking is a crucial requirement for various computer-assisted interventions. In order to overcome problems such as specular reflections and motion blur, we p…