{"product_id":"9783319616087","title":"Handbook of Convex Optimization Methods in Imaging Science","description":"\u003ch1\u003eHandbook of Convex Optimization Methods in Imaging Science\u003c\/h1\u003e\u003ch2\u003e\u003c\/h2\u003e\u003cp\u003e\u003cstrong\u003eContributors:\u003c\/strong\u003e Monga, Vishal\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eDiscusses recent developments in imaging science and provides tools for solving image processing and computer vision problems using convex optimization methods\u003c\/p\u003e  \u003cp\u003eThe reader is provided with the state of the art advancements in each imaging science problem that is covered and is directed to cutting edge theory and methods that should particularly help graduate students and young researchers in shaping their research\u003c\/p\u003e  \u003cp\u003eEach chapter of the book covers a real-world imaging science problem while balancing both the theoretical and experimental aspects. The theoretical foundation of the problem is discussed thoroughly and then from a practical point of view, extensive validation and experiments are provided to enable the transition from theory to practice\u003c\/p\u003e  \u003cp\u003eTopics of high current relevance are covered and include color and spectral imaging, dictionary learning for image classification and recovery, optimization and evaluation of image quality, sparsity constrained\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003eestimation for image processing and computer vision etc\u003cp\u003e\u003c\/p\u003e  \u003cp\u003eProvides insight on handling real-world imaging science problems that involve hard and non-convex objective functions through tractable convex optimization methods with the goal of providing a favorable performance-complexity trade-off\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003ch3\u003eBook Details\u003c\/h3\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003ePublisher:\u003c\/strong\u003e Springer\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e 2017-11-13\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e Hardcover\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eISBN-13:\u003c\/strong\u003e 9783319616087\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003ePages:\u003c\/strong\u003e 228\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Springer","offers":[{"title":"Default Title","offer_id":45228278481036,"sku":"9783319616087","price":152.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783319616087.jpg?v=1768933510","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783319616087","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}