{"product_id":"9780471420996-image-processing","title":"Image Processing and Jump Regression Analysis","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003eAddresses connections and differences between jump regression analysis and image processing, with the goal of establishing better communication among research groups in the two areas of statistics. This book discusses procedures that are easy to use, simple to compute, and have proven statistical theory behind them.\u003cbr\u003e\u003cb\u003eThe first text to bridge the gap between image processing and jump regression analysis\u003c\/b\u003e  \u003cp\u003eRecent statistical tools developed to estimate jump curves and surfaces have broad applications, specifically in the area of image processing. Often, significant differences in technical terminologies make communication between the disciplines of image processing and jump regression analysis difficult. In easy-to-understand language, \u003ci\u003eImage Processing and Jump Regression Analysis\u003c\/i\u003e builds a bridge between the worlds of computer graphics and statistics by addressing both the connections and the differences between these two disciplines. The author provides a systematic analysis of the methodology behind nonparametric jump regression analysis by outlining procedures that are easy to use, simple to compute, and have proven statistical theory behind them.\u003c\/p\u003e \u003cp\u003e\u003cb\u003eKey topics include:\u003c\/b\u003e\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003eConventional smoothing procedures\u003c\/li\u003e\n\u003cli\u003eEstimation of jump regression curves\u003c\/li\u003e\n\u003cli\u003eEstimation of jump location curves of regression surfaces\u003c\/li\u003e\n\u003cli\u003eJump-preserving surface reconstruction based on local smoothing\u003c\/li\u003e\n\u003cli\u003eEdge detection in image processing\u003c\/li\u003e\n\u003cli\u003eEdge-preserving image restoration\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003eWith mathematical proofs kept to a minimum, this book is uniquely accessible to a broad readership. It may be used as a primary text in nonparametric regression analysis and image processing as well as a reference guide for academicians and industry professionals focused on image processing or curve\/surface estimation.\u003c\/p\u003e\n\u003cbr\u003e\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":53567221924214,"sku":"9780471420996","price":153.1,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/stand_40493867_4020a62b-6d4c-43a3-82d6-7707ff547ac8.jpg?v=1774488548","url":"https:\/\/www.rarewaves.com\/products\/9780471420996-image-processing","provider":"Rarewaves.com","version":"1.0","type":"link"}