A Selection of Image Analysis Techniques: From Fundamental to Research Front

A Selection of Image Analysis Techniques: From Fundamental to Research Front
Author: Yu-Jin Zhang
Publisher Finelybook 出版社: ‎CRC Press; 1st edition (October 5, 2022)
Language 语言: ‎English
Hardcover: ‎343 pages
ISBN-10: ‎1032351098
ISBN-13: ‎9781032351094
Book Description
This book focuses on seven commonly used image analysis techniques. It covers aspects from basic principles and practical methods, to new advancement of each selected technique to help readers solve image‐processing related problems in real-life situations.
The selected techniques include image segmentation, segmentation evaluation and comparison, saliency object detection, motion analysis, mathematical morphology methods, face recognition and expression classification. The author offers readers a three‐step strategy toward problem‐solving: first, essential principles; then, a detailed explanation; and finally, a discussion on practical and working techniques for specific tasks. He also encourages readers to make full use of available materials from the latest developments and trends.
This is an excellent book for those who do not have a complete foundation in image technology but need to use image analysis techniques to perform specific tasks in particular applications.