M. Ali Roula

Multispectral Imaging: Application to Pathology

Machine vision and texture analysis for the automatic identification of tissue patterns in prostatic tumours

• Broschiertes Buch

Produktbeschreibung

This book contains the work conducted by Dr. M. Ali Roula during his PhD research project. It is concerned with an investigation into improving the classification of biopsies for prostate cancer diagnosis. The concept of texture analysis is explored from different angles. By making use of the recent development of technologies such as high-throughput Liquid Crystal Tuneable Filters enabling capture of narrow band multispectral images of tissue sample. When analysing the new multispectral images, it was found that the visible spectrum contains significant information, which was not captured using standard methods such as grey level and RGB. In this book, nuclei chromatin texture is also explore using the novel multispectral approach. Results showed a significant improvement in identifying different cell groups when compared with standard RGB methods. Finally, the analysis of nuclei is also extended using 3D texture measurements with potential application in confocal laser scanned microscopy images.

Produktdetails

• Verlag: VDM Verlag Dr. Müller
• Seitenzahl: 208
• Englisch
• ISBN-13: 9783836495141
• ISBN-10: 3836495147
• Artikelnr.: 27980138

Autorenporträt

Dr. Roula received his PhD in computer science from Queen s University of Belfast in 2004. He currently lectures at the department of electronics and computer systems engineering at the University of Glamorgan. His research interests include quantitative pathology, patterns recognition, medical imaging and high performance computing.