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Digital Image Processing and Analysis

Applications with MATLAB and CVIPtools

(Autor)

Buch | Softcover
977 Seiten
2010 | 2nd edition
CRC Press (Verlag)
978-1-138-74591-9 (ISBN)
CHF 94,25 inkl. MwSt
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Whether for computer evaluation of otherworldly terrain or the latest high definition 3D blockbuster, digital image processing involves the acquisition, analysis, and processing of visual information by computer and requires a unique skill set that has yet to be defined a single text. Until now.

Taking an applications-oriented, engineering approach, Digital Image Processing and Analysis provides the tools for developing and advancing computer and human vision applications and brings image processing and analysis together into a unified framework.

Providing information and background in a logical, as-needed fashion, the author presents topics as they become necessary for understanding the practical imaging model under study. He offers a conceptual presentation of the material for a solid understanding of complex topics and discusses the theory and foundations of digital image processing and the algorithm development needed to advance the field.

With liberal use of color through-out and more materials on the processing of color images than the previous edition, this book provides supplementary exercises, a new chapter on applications, and two major new tools that allow for batch processing, the analysis of imaging algorithms, and the overall research and development of imaging applications. It includes two new software tools, the Computer Vision and Image Processing Algorithm Test and Analysis Tool (CVIP-ATAT) and the CVIP Feature Extraction and Pattern Classification Tool (CVIP-FEPC).

Divided into five major sections, this book provides the concepts and models required to analyze digital images and develop computer vision and human consumption applications as well as all the necessary information to use the CVIPtools environment for algorithm development, making it an ideal reference tool for this fast growing field.

Introduction to Digital Image Processing and Analysis: Digital Image Processing and Analysis. Computer Imaging Systems. Digital Image Analysis and Computer Vision: Introduction to Digital Image Analysis. Segmentation and Edge/Line Detection. Discrete Transforms. Feature Analysis and Pattern Classification. Digital Image Processing and Human Vision: Digital Image Processing and Visual Perception. Image Enhancement. Image Restoration and Reconstruction. Image Compression. Programming and Application Development with CVIPtools: CVIPlab. Application Development. CVIPtools C® Function Libraries. Appendices: CVIPtools CD. Installing and Updating CVIPtools. CVIPtools Software Organization. CVIPtools C® Functions. Common Object Module (COM) Functions: cviptools.dll. CVIP Resources. Index.

Erscheinungsdatum
Zusatzinfo 47 Tables, color; 47 Tables, black and white; 525 Halftones, black and white; 1172 Illustrations, color; 1172 Illustrations, black and white
Verlagsort London
Sprache englisch
Maße 178 x 254 mm
Themenwelt Informatik Grafik / Design Digitale Bildverarbeitung
Mathematik / Informatik Informatik Theorie / Studium
ISBN-10 1-138-74591-X / 113874591X
ISBN-13 978-1-138-74591-9 / 9781138745919
Zustand Neuware
Informationen gemäß Produktsicherheitsverordnung (GPSR)
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