{"product_id":"handbook-of-texture-analysis-ayman-el-baz-9781032727431","title":"Handbook of Texture Analysis: Ai-Based Medical Imaging Applications","description":"\u003cp\u003eThe major goals of texture research in computer vision are to understand, model, and process texture and, ultimately, to simulate the human visual learning process using computer technologies. In the last decade, artificial intelligence has been revolutionized by machine learning and big data approaches, outperforming human prediction on a wide range of problems. In particular, deep learning convolutional neural networks (CNNs) are particularly well suited to texture analysis. This volume presents important branches of texture analysis methods which find a proper application in AI-based medical image analysis. This book: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eDiscusses first-order, second-order statistical methods, local binary pattern (LBP) methods, and filter bank-based methods\u003c\/li\u003e \u003cli\u003eCovers spatial frequency-based methods, Fourier analysis, Markov random fields, Gabor filters, and Hough transformation\u003c\/li\u003e \u003cli\u003eDescribes advanced textural methods based on DL as well as BD and advanced applications of texture to medial image segmentation\u003c\/li\u003e \u003cli\u003eIs aimed at researchers, academics, and advanced students in biomedical engineering, image analysis, cognitive science, and computer science and engineering\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eThis is an essential reference for those looking to advance their understanding in this applied and emergent field.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Ayman El-Baz\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1032727438\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781032727431\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/26\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 248\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.85lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.57d","brand":"Ayman El-Baz","offers":[{"title":"Paperback","offer_id":48175804481791,"sku":"9781032727431","price":66.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_a1a8268e-57da-44d4-a7af-14b6dde6f6e6.jpg?v=1771336010","url":"https:\/\/www.whiterainbookhouse.com\/products\/handbook-of-texture-analysis-ayman-el-baz-9781032727431","provider":"WR Book House","version":"1.0","type":"link"}