Image Processing and Machine Learning, Volume 1: Foundations of Image Processing - Image 1

£71.48

Chapman and Hall/CRC Image Processing and Machine Learning, Volume 1: Foundations of Image Processing

Name: Image Processing and Machine Learning, Volume 1: Foundations of Image Processing
Brand: Chapman and Hall/CRC
Price: 71.71 GBP
Availability: InStock

AI & Machine Learning

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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 operations and their properties and exploring spatial filtering, edge detection, image segmentation, corner detection, and geometric transformations. It provides a solid foundation for readers interested in understanding the core principles and practical applications of image processing, establishing the essential groundwork necessary for further explorations covered in Volume 2. Written with instructors and students of image processing in mind, this book’s intuitive organization also contains appeal for app developers and engineers.

Product Specifications

Brand: Chapman and Hall/CRC
Format: hardcover
ASIN: 103223458X
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 16 February 2024
Listed Since: 27 July 2023

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Chapman and Hall/CRC Image Processing and Machine Learning, Volume 1: Foundations of Image Processing

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