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Image Processing and Machine Learning, Volume 2: Advanced Topics in Image Analysis and Machine Learning by Erik Cuevas at Abbey's Bookshop,
Image Processing and Machine Learning, Volume 2: Advanced Topics in Image Analysis and Machine Learning...
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Erik Cuevas Alma Nayeli Rodríguez

Image Processing and Machine Learning, Volume 2

Advanced Topics in Image Analysis and Machine Learning

Erik Cuevas,  Alma Nayeli Rodríguez

$158

Hardback

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English
Chapman & Hall/CRC
16 February 2024
Machine learning; Image processing
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 second installment explores the more advanced concepts and techniques in image processing, including morphological filters, color image processing, image matching, feature-based segmentation utilizing the mean shift algorithm, and the application of singular value decomposition for image compression. This second volume also incorporates several important machine learning techniques applied to image processing, building on the foundational knowledge introduced in Volume 1.

Written with instructors and students of image processing in mind, this book’s intuitive organization also contains appeal for app developers and engineers.
By:   ,
Imprint:   Chapman & Hall/CRC
Country of Publication:   United Kingdom
Dimensions:   Height: 234mm,  Width: 156mm, 
Weight:   600g
ISBN:   9781032660325
ISBN 10:   1032660325
Pages:   224
Publication Date:  
Audience:   College/higher education ,  Professional and scholarly ,  Primary ,  Undergraduate
Format:   Hardback
Publisher's Status:   Active

Erik Cuevas, Alma Nayeli Rodríguez

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