AI Deep Learning in Image Processing

Frank Y. Shih

• Publisher: CRC Press
• Year: 2025
• eBook ISBN: 9781040420096
• Topic: Technology & Engineering
• Index: Technology & Engineering

Image processing plays a crucial role in various fields, including digital multimedia, automated vision detection and inspection, and pattern recognition. AI Deep Learning in Image Processing aims to provide a comprehensive overview of the mechanisms and techniques involved, with a particular focus on the application of advanced AI deep-learning technologies in image processing.

The field of image processing has experienced unprecedented growth in recent years. Image processing presents the latest state-of-the-art developments alongside clear explanations of fundamental concepts and contemporary applications. By emphasizing essential principles, this book enables readers to not only implement algorithms and techniques with ease but also identify new challenges and explore innovative applications in the field.

• New and advanced AI deep-learning techniques for image processing as comparing against traditional image-processing methods
• Numerous practical examples and AI image-processing-related applications
• A more intuitive development and clear explanation to the complex technology
• Updated image-processing technology in medical, chemical, and ecological fields
• Extensive discussions of performance comparisons of various AI deep-learning image-processing methods

This book is designed for students, researchers, and professionals seeking to enhance their knowledge, gain practical insights, and explore the evolving role of image processing in modern technology.

Table of contents

• Cover
• Half Title
• Title
• Copyright
• Dedication
• Contents
• Preface
• Acknowledgments
• Author
• Part I Fundamentals of Image Processing
• Part II Fundamentals of AI Deep Learning
• Part III Practical Applications
• Index