Image Processing Recipes in MATLAB®
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Image Processing Recipes in MATLAB®

Image Processing Recipes in MATLAB®

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About the Book

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.

Table of Contents:
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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Product Details
  • ISBN-13: 9781040024058
  • Publisher: Taylor & Francis Ltd
  • Binding: Digital (delivered electronically)
  • ISBN-10: 104002405X
  • Publisher Date: 16 May 2024
  • Language: English


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Image Processing Recipes in MATLAB®
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Image Processing Recipes in MATLAB®
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