Digital Image Processing
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Book Description:
Explore the essentials of digital image processing with this comprehensive guide by Gonzalez and Woods. Understand techniques for image enhancement, restoration, and analysis, ideal for academics and professionals in engineering, computer science, and medicine.
Digital Image Processing
Authors: Rafael C. Gonzalez and Richard E. Woods
Publisher: Prentice Hall
ISBN: 978-0133356724
Introduction
Digital image processing is a rapidly growing field with applications in various disciplines such as engineering, computer science, and medicine. This book offers a detailed introduction to the core principles and techniques essential in the digital processing of images. Structured in three main parts, it encompasses the fundamentals, as well as advanced methods of image enhancement, restoration, and analysis.
Part 1: Image Fundamentals
- Introduction to image processing
- Sampling and quantization
- Image representation
- Image transformations
Part 2: Image Enhancement and Restoration
- Image enhancement in the spatial domain
- Image enhancement in the frequency domain
- Image restoration
Part 3: Image Analysis
- Image segmentation
- Image description
- Image recognition
- Image understanding
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