Morphological Analysis of Microscopic Images

Histology is a critical tool in medicine and therefore automated histology analysis could have a profound effect on health-care quality, availability, and cost. At the same time, the field provides a host of fascinating signal processing challenges. Automated image segmentation for cell analysis is generally a difficult problem due to the large variability (different microscopes, stains, cell types, cell densities and complexity of the data (possibly time-lapse images, acquired at multiple wavelengths, using multiple microscopes, and containing large numbers of cells).

Autorentext

Prof. Deepa.T.P arbeitet derzeit als Assistenzprofessorin an der Abteilung für Informatik und Ingenieurwesen der Jain University, Bangalore, Karnataka, Indien. Sie forscht auf dem Gebiet der Bildverarbeitung. Ihre weiteren Interessengebiete sind drahtlose Sensornetzwerke, Gehirnsignalverarbeitung, maschinelles Lernen und künstliche Intelligenz.