462 Pages
150 B/W Illustrations
by
Chapman & Hall
Image processing and machine learning are used in conjunction to analyze and understand images. Where image processing is used to pre-process images using techniques such as filtering, segmentation and feature extraction, machine learning learning algorithms are used to interpret the processed data through classification, clustering and object detection. This book serves as a textbook for... Read more
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
Biography
Erik Cuevas and Alma Nayeli Rodríguez, Guadalajara, Jalisco, Mexico.
