Principles of Digital Image Processing

TRAMA

This easy-to-follow textbook is the third of three volumes which provide a modern, algorithmic introduction to digital image processing, designed to be used both by learners desiring a firm foundation on which to build, and practitioners in search of critical analysis and concrete implementations of the most important techniques. This volume builds upon the introductory material presented in the first two volumes (Fundamental Techniques and Core Algorithms) with additional key concepts and methods in image processing.Features and topics: practical examples and carefully constructed chapter-ending exercises drawn from the authors' years of experience teaching this material; real implementations, concise mathematical notation, and precise algorithmic descriptions designed for programmers and practitioners; easily adaptable Java code and completely worked-out examples for easy inclusion in existing (and rapid prototyping of new) applications; uses ImageJ, the image processing system developed, maintained, and freely distributed by the U.S. National Institutes of Health (NIH); provides a supplementary website with the complete Java source code, test images, and corrections—www.imagingbook.com; additional presentation tools for instructors including a complete set of figures, tables, and mathematical elements.This thorough, reader-friendly text will equip undergraduates with a deeper understanding of the topic and will be invaluable for further developing knowledge via self-study.

SOMMARIO

IntroductionAutomatic ThresholdingFilters for Color ImagesEdge Detection in Color ImagesEdge-Preserving Smoothing FiltersFourier Shape DescriptorsSIFT—Scale-Invariant Local FeaturesMathematical Symbols and NotationVector Algebra and CalculusStatistical PrerequisitesGaussian FiltersColor Space Transformations

ALTRE INFORMAZIONI

• Condizione: Nuovo
• ISBN: 9781848829183
• Collana: Undergraduate Topics in Computer Science
• Dimensioni: 235 x 178 mm Ø 791 gr
• Formato: Brossura
• Illustration Notes: XIII, 369 p. 131 illus., 112 illus. in color.
• Pagine Arabe: 369
• Pagine Romane: xiii