Image Processing and Machine Learning Volume 1 Foundations of Image Processing | Computer Science

Product Description

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 algorithms are used to interpret the processed data through classification clustering and object detection. 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. Divided into two volumes this first installment explores the fundamental concepts and techniques in image processing starting with pixel op…