Biomedical Image Analysis: Biomedical Engineering
Autor Rangaraj M. Rangayyanen Limba Engleză Hardback – 30 dec 2004
Biomedical Image Analysis demonstrates the benefits reaped from the application of digital image processing, computer vision, and pattern analysis techniques to biomedical images, such as adding objective strength and improving diagnostic confidence through quantitative analysis. The book focuses on post-acquisition challenges such as image enhancement, detection of edges and objects, analysis of shape, quantification of texture and sharpness, and pattern analysis, rather than on the imaging equipment and imaging techniques. Each chapter addresses several problems associated with imaging or image analysis, outlining the typical processes, then detailing more sophisticated methods directed to the specific problems of interest.
Biomedical Image Analysis is useful for senior undergraduate and graduate biomedical engineering students, practicing engineers, and computer scientists working in diverse areas such as telecommunications, biomedical applications, and hospital information systems.
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Specificații
ISBN-13: 9780849396953
ISBN-10: 0849396956
Pagini: 1312
Ilustrații: 550 b/w images, 47 tables, 50 halftones and 500 equations
Dimensiuni: 156 x 234 x 75 mm
Greutate: 1.61 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Seria Biomedical Engineering
ISBN-10: 0849396956
Pagini: 1312
Ilustrații: 550 b/w images, 47 tables, 50 halftones and 500 equations
Dimensiuni: 156 x 234 x 75 mm
Greutate: 1.61 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Seria Biomedical Engineering
Public țintă
Academic, Professional, and Professional Practice & DevelopmentCuprins
Preface. The Nature of Biomedical Images. Image Quality and Information Content. Removal of Artifacts. Image Enhancement. Detection of Regions of Interest. Analysis of Shape. Analysis of Texture. Analysis of Oriented Patterns. Image Reconstruction from Projections. Deconvolution, Deblurring, and Restoration. Image Coding and Data Compression. Pattern Classification and Diagnostic Decision. References. Index.
Descriere
Biomedical Image Analysis demonstrates the benefits reaped from the application of digital image processing, computer vision, and pattern analysis techniques to biomedical images, such as adding objective strength and improving diagnostic confidence through quantitative analysis. The book focuses on post-acquisition challenges such as image enhancement, detection of edges and objects, analysis of shape, quantification of texture and sharpness, and pattern analysis, rather than on the imaging equipment and imaging techniques. Each chapter addresses several problems associated with imaging or image analysis, outlining the typical processes and then detailing more sophisticated methods directed to the specific problems of interest.