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Color Image Processing Methods and Applications: Your Ultimate Guide to Image Transformation

Wayne Carter

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Published in Color Image Processing: Methods And Applications (Image Processing 7)

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Color image processing has revolutionized the way we capture, analyze, and manipulate digital images. This comprehensive book provides a detailed exploration of the fundamental concepts, techniques, and applications of color image processing. Whether you're a researcher, practitioner, or student, this guide will empower you with the knowledge and skills to unlock the full potential of image processing.

Color Image Processing: Methods and Applications (Image Processing 7)

Color Image Processing: Methods and Applications (Image Processing Series Book 7)

5 out of 5

Language	:	English
File size	:	34324 KB
Text-to-Speech	:	Enabled
Screen Reader	:	Supported
Enhanced typesetting	:	Enabled
Print length	:	584 pages

Chapter 1: Fundamentals of Color Image Processing

This chapter lays the foundation for understanding color image processing. You'll delve into the basics of color models, color spaces, and color transformations. Learn how to represent and manipulate colors in digital images, ensuring accurate and visually appealing results.

Chapter 2: Image Enhancement

Discover a suite of image enhancement techniques that can improve the quality and visibility of images. Explore techniques like contrast stretching, histogram equalization, and adaptive filtering to enhance image details, correct lighting, and reduce noise.

Chapter 3: Image Restoration

Learn how to repair and restore degraded images affected by noise, blur, and distortions. Delve into image restoration techniques like deconvolution, Wiener filtering, and median filtering to recover the original image's integrity.

Chapter 4: Image Segmentation

Master the art of dividing images into meaningful regions or objects. Explore segmentation techniques like thresholding, edge detection, and region growing to extract specific features of interest from complex images.

Chapter 5: Image Recognition

Unlock the secrets of image recognition and object detection. Discover techniques like supervised and unsupervised learning, feature extraction, and classification algorithms to enable computers to "see" and recognize objects in images.

Chapter 6: Image Compression

Learn essential image compression techniques to reduce file size while preserving image quality. Explore lossy and lossless compression algorithms like JPEG, PNG, and GIF to optimize image storage and transmission.

Chapter 7: Applications in Various Domains

Witness the transformative power of color image processing in a wide range of applications. Explore its use in fields such as medical imaging, remote sensing, industrial automation, and human-computer interaction.

With "Color Image Processing Methods and Applications," you'll gain a comprehensive understanding of the techniques and applications of this powerful field. Whether you're looking to enhance images, restore damaged ones, segment objects, or recognize patterns, this book is your essential companion. Immerse yourself in the world of image processing and unlock its limitless possibilities.

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Color Image Processing: Methods and Applications (Image Processing Series Book 7)

5 out of 5