Artifical Intelligence & Machine Learning

Image AI/ML Workflow Overview

Imaging_Bild12

PIScO Classification

Imaging_Bild13

SuperPI

Imaging_Bild14

1. Image deblurring: AI deconvolution

Publication: Chobola et al. 2023: LUCYD - A Feature-Driven Richardson-Lucy Deconvolution Network

>trained on synthetic PIScO images

Imaging_Bild15

2. 3D/4D plankton reconstruction

Robust Dynamic Radiance Fields & physically faithful raytracing

Courtesy: Xiangyu Weng

Marine Biogeochemistry

Head of Project Group Imaging Techno-
logy and Deep Sea Plankton (BI/IDP)
Dr. Jan Taucher
GEOMAR Helmholtz Centre
für Ocean Research Kiel
Wischhofstrasse 1 - 3
24148 Kiel / Germany
Phone: +49/ (0)431 600-2093
email: jtaucher(at)geomar.de
Assistant/Office Management (BI/IDP)
Silvana Gagliardi
Phone: +49/ (0)431 600-4445
email: sgagliardi(at)geomar.de
Dr. Jan Taucher
Head of the project group
Dr. Veit Dausmann
Postdoctoral Fellow
Tobias Strickmann
PhD Candidate
Anton Theileis
Engineer
11/2023 ERC Consolidator Grant for Dr. Jan Taucher

DE