Conveners
Thematic Session: Image Analysis - part I
- Klaus Maier-Hein (DKFZ)
Description
Three talks, 15 min. each
Non-invasive quantification of the anatomical features of human skin can lead to improved identification of vascular and other features associated with a number of diseases. Ultra-wideband raster-scan optoacoustic mesoscopy (RSOM) is a novel modality that has demonstrated unprecedented ability to visualize epidermal and dermal features in vivo. This ability can be used to prognose...
Automatic drawing of coastlines with satellite imagery is a crucial factor in detection coastline shifts due to global climatic changes. On the other hand, unavailability of labelled information poses a challenge. We propose a trustworthy unsupervised AI solution to automatically draw coastlines in the Baltic sea area to create a ‘pre-labelled’ dataset, which clearly delineates the boundary...
In materials science research, digital volume correlation (DVC) analysis is commonly used to track deformations and strains to elucidate morphology-function relationships. Optical flow-based DVC is particularly popular because of its robustness to estimate the correlation as a dense deformation vector. Recently, computer vision researchers showed that network-based optical flow approaches can...
