MSB Online Seminar: Towards real-time 3D light field microscopy. Speed, generalization and joint optimization.

, Events

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