Image Processing Recipes in MATLAB® by Marques, Oge; Borba, Gustavo Benvenutti;

Sorozatcím: Chapman & Hall/CRC Computer Science and Engineering Recipes Series;

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A termék adatai:

Kiadás sorszáma 1
Kiadó Chapman and Hall
Megjelenés dátuma 2024. május 16.

ISBN 9780367771973
Kötéstípus Keménykötés
Terjedelem262 oldal
Méret 234x156 mm
Súly 453 g
Nyelv angol
Illusztrációk 40 Illustrations, black & white; 90 Illustrations, color; 35 Halftones, black & white; 84 Halftones, color; 5 Line drawings, black & white; 6 Line drawings, color; 4 Tables, black & white

Kategóriák

Rövid leírás:

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Hosszú leírás:

Leveraging the latest developments in MATLAB and its image processing toolbox, this 'cookbook' is a collection of 30 practical recipes for image processing, ranging from foundational techniques to recently published algorithms. Presented in a clear and meaningful sequence, these recipes are prepared with the reader in mind, allowing one to focus on particular topics or read as a whole from cover to cover.

Key Features:

A practical, user-friendly guide that equips researchers and practitioners with the tools to implement efficient image processing workflows in MATLAB.

Each recipe is presented through clear, step-by-step instructions and rich visual examples.

Each recipe contains its own source code, explanations, and figures, making the book an excellent standalone resource for quick reference.

Strategically structured to aid sequential learning, yet with self-contained chapters for those seeking solutions to specific image processing challenges.

The book serves as a concise and readable practical reference to deploy image processing pipelines in MATLAB quickly and efficiently. With its accessible and practical approach, the book is a valuable guide for those who navigate this evolving area, including researchers, students, developers, and practitioners in the fields of image processing, computer vision, and image analysis.

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Tartalomjegyzék:

I Basic Image Processing: Acquisition and Visualisation
Recipe 1: Loading, Displayng and Savng Images
Recipe 2: Image Conversion
Recipe 3: Image Acquisition Using a Webcam
Recipe 4: Browsing Through Images

II Geometric Operations

Recipe 5: Geometric Transformations
Recipe 6: Image Warping

III Histograms

Recipe 7: Histograms and Statistcs of Grayscale Images
Recipe 8: Histogram Equalization and Histogram Matching
Recipe 9: Individual Channel Histograms of Color Images
Recipe 10: Combined Color Histograms and Dominant Colors in an Image

IV Point Transformations

Recipe 11: Intensity Transformation Functions
Recipe 12: Custom Point Transformation Functions
Recipe 13: Gamma Corrections
Recipe 14: Leveling Non-Uniform Illumination

V Spatial Filtering and Special Effects

Recipe 15: Smoothing Filters
Recipe 16: Sharpening Filters
Recipe 17: Other Image Filters and Special Effects

VI Image Segmentation

Recipe 18: Image Binarization
Recipe 19: Region-Based Segmentation
Recipe 20: Image Segmentation Using K-Means Clustering
Recipe 21: Superpixel Oversegmentation Using SLIC
Recipe 22: Graph-based Segmentation

VII Binary Image Analysis

Recipe 23: Finding, Counting and Accessing Connected Components in Binary Images
Recipe 24: Basic Morphological Operations
Recipe 25: Computing COnnected Components' Features

VIII Color Image Processing

Recipe 26: Converting Among Different Color Spaces
Recipe 27: Color Image Adjustments
Recipe 28: Image Pseudocoloring

IX Batch Processing and Handling Large Images

Recipe 29: Processing Very Large Images
Recipe 30: Batch Processing a Set of Images

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