Image Processing and Machine Learning

ISBN-13: 9781032661292 / Multiple-item retail product / 2024 / 438 str.

Alma Rodriguez

Opis

This book serves as a textbook for students and instructors of image processing, covering the theoretical foundations and practical applications of some of the most prevalent image processing methods and approaches.

Spis treści

Contents

 Book I

Preface Volume 1

 

Chapter 1 Pixel Operations

 

Chapter 2 Spatial Filtering

 

Chapter 3 Edge Detection

 

Chapter 4 Segmentation and Processing of Binary Images

 

Chapter 5 Corner Detection

 

Chapter 6 Line Detection

Book II

Preface Volume II

Chapter 1 Morphological Operations

 

Chapter 2 Color Images

 

Chapter 3 Geometric Operations in Images

 

Chapter 4 Comparison and Recognition of Images

 

Chapter 5 Mean Shift Algorithm for Segmentation

Chapter 6 Singular Value Decomposition (SVD) in Image Processing