Titel: Towards real-time 3D light field microscopy. Speed, generalization and joint optimization.
Datum und Uhrzeit: Dienstag, 24. November 2020, 13:00 Uhr
Sprecherin: Josué Page Vizcaíno, Arbeitsgruppe „Computational Imaging and Inverse Problems” (PD Dr. Tobias Lasser)
Abstract:
Light field microscopy is a scanless imaging technique capable of acquiring angular and spatial information of fluorescent samples at camera frame rate. As a post processing step 3D volumes can be reconstructed from the acquired 2D images, by means of a reconstruction method (e.g. deconvolution). However, the available methods produce reconstructions with artefacts, anisotropic resolution which take long times to process.
In my research, I investigate how to enable true real time 3D reconstructions by means of neural networks, in a robust and reliable matter. Also, possible strategies to encode the most relevant information for a network in the captured image, this by incorporating the image formation model into the optimization path; allowing for joint optimization of optical parameters and reconstruction algorithms.
Weitere Informationen
Das MSB-Seminar wird in diesem Semester online (Zoom) stattfinden. Wenn Sie an dem Vortrag interessiert sind, können Sie sich per Email (julia.knuerr(at)tum.de) anmelden. Die Zugangsdaten werden Ihnen dann zugeschickt.
Programm Wintersemester 2020/2021
1. Dezember 2020 | 13:00 Uhr | Franciso Zurita | Wolfrum Group | Peripheral nerve modulation for tissue control |
8. Dezember 2020 | 13:00 Uhr | Johannes Melcher | Pfeiffer Group | tbd |
15. Dezember 2020 | 13:00 Uhr | Julian Angermeier | Hemmert Group | Influence of interaural stimulation timing on binaural hearing in normal hearing listeners and bimodal CI/HA users |
12. Januar 2021 | 13:00 Uhr | Bojan Sandurkov | Gleich Group | tbd |
19. Januar 2021 | 13:00 Uhr | Albert Cronert | Hemmert Group | tbd |
26. Januar 2021 | 13:00 Uhr | Klaus Wagenbauer | Dietz Group | tbd |
2. Februar 2021 | 13:00 Uhr | Lennart Weiß | Wolfrum Group | tbd |
9. Februar 2021 | 13:00 Uhr | Jonathan Rapp | Gleich Group | tbd |