Project Details
Projekt
Advanced Tracking and Image Analysis (Z04)
Subject Area
Biophysics
Term
since 2014
Project identifier
Deutsche Forschungsgemeinschaft (DFG) - Project number 240245660
Automated image analysis is important in many projects of this SFB to make use of the generated image data. To better cope with the increasingly complex image data, we will develop novel advanced methods for tracking, which better exploit the spatial-temporal information in the images and leverage recent develop-ments in the field of deep learning. The focus is on deep learning for joint segmentation and tracking of divisible targets with complex morphologies, probabilistic and deep learning-based tracking combined with colocalization, and application of the developed methods in multiple cooperation projects with partners from this SFB.
DFG Programme
Collaborative Research Centres
Applicant Institution
Ruprecht-Karls-Universität Heidelberg
Project Heads
Professor Dr. Fred A. Hamprecht; Professor Dr. Karl Rohr
