{"product_id":"machine-learning-based-hyperspectral-image-processing-bing-zhang-9781394267859","title":"Machine Learning-Based Hyperspectral Image Processing","description":"\u003cp\u003e\u003cb\u003eAn authoritative deep dive into the most recent machine learning approaches to hyperspectral remote sensing image processing\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003eIn \u003ci\u003eMachine Learning-Based Hyperspectral Image Processing, \u003c\/i\u003e distinguished researcher Dr. Bing Zhang delivers an up-to-date discussion of machine learning-based approaches to hyperspectral image analysis. The author comprehensively reviews machine learning approaches to hyperspectral image denoising and super-resolution tasks, offering coverage of a variety of perspectives. \u003c\/p\u003e\u003cp\u003eDr. Zhang also explores the most recent research on machine learning hyperspectral unmixing methods and hyperspectral image classification. He explains the algorithms used for hyperspectral image target and change detection, as well. \u003c\/p\u003e\u003cp\u003eReaders will also find: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eA thorough introduction to the novel concept of applying advanced machine learning techniques to the analysis of hyperspectral imagery\u003c\/li\u003e \u003cli\u003eComprehensive explorations of the most recent developments in this technology and its applications\u003c\/li\u003e \u003cli\u003ePractical discussions of how to effectively process and extract valuable insights from hyperspectral data\u003c\/li\u003e \u003cli\u003eComplete treatments of a variety of hyperspectral remote sensing image processing tasks, including classification, target detection, and change detection.\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003ePerfect for postgraduate students and research scientists with an interest in the subject, \u003ci\u003eMachine Learning-Based Hyperspectral Image Processing\u003c\/i\u003e will also benefit researchers, academicians, and students engaged in machine learning-based approaches to image analysis.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Bing Zhang\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1394267851\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781394267859\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Wiley-IEEE Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/10\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 768\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003c\/p\u003e","brand":"Bing Zhang","offers":[{"title":"Hardcover","offer_id":47001405915391,"sku":"9781394267859","price":140.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_dbc19f5f-078e-46a0-9705-be50a108b27f.jpg?v=1751600977","url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-based-hyperspectral-image-processing-bing-zhang-9781394267859","provider":"WR Book House","version":"1.0","type":"link"}