Biomedical image analysis

Açıklama

The sequel to the popular lecture book entitled Biomedical Image Analysis: Tracking, this book on Biomedical Image Analysis: Segmentation tackles the challenging task of segmenting biological and medical images. The problem of partitioning multidimensional biomedical data into meaningful regions is perhaps the main roadblock in the automation of biomedical image analysis. Whether the modality of choice is MRI, PET, ultrasound, SPECT, CT, or one of a myriad of microscopy platforms, image segmentation is a vital step in analyzing the constituent biological or medical targets. This book provides a state-of-the-art, comprehensive look at biomedical image segmentation that is accessible to well-equipped undergraduates, graduate students, and research professionals in the biology, biomedical, medical, and engineering fields. Active model methods that have emerged in the last few years are a focus of the book, including parametric active contour and active surface models, active shape models, and geometric active contours that adapt to the image topology. Additionally, Biomedical Image Analysis: Segmentation details attractive new methods that use graph theory in segmentation of biomedical imagery. Finally, the use of exciting new scale space tools in biomedical image analysis is reported.

• Mathematics
• Digital techniques
• Image processing
• Image analysis
• Diagnostic imaging
• Imaging systems in medicine

Baskılar ve ISBN

2009

Morgan & Claypool Publishers · İngilizce
ISBN 9781598290219

2006

Morgan & Claypool Publishers · İngilizce
ISBN 9781598290196

2007

Springer International Publishing AG · İngilizce
ISBN 9783031011092

2009

Springer International Publishing AG · İngilizce
ISBN 9783031011177