{"product_id":"image-processing-and-jump-regression-analysis-hardback-9780471420996","title":"Image Processing and Jump Regression Analysis (Hardback) 9780471420996","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eImage Processing and Jump Regression Analysis\u003c\/font\u003e\u003cbr\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003c\/p\u003e\n\u003cp\u003e\u003cfont size=\"4\"\u003ePeihua Qiu (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780471420996, Wiley\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 18 February 2005\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e344 pages, Photos: 12 B\u0026amp;W, 0 Color; Graphs: 61 B\u0026amp;W, 0 Color\u003cbr\u003e24 x 16.2 x 2.2 cm, 0.612 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cem\u003e\u003cfont size=\"3\"\u003e\"It has much to offer that is hard to find elsewhere.\" (\u003ci\u003eJournal of the American Statistical Association\u003c\/i\u003e, December 2006)  \u003cp\u003e\"…a well-written book offering comprehensive discussions...an excellent reference and source book for statisticians, computer scientists, engineers, and other researchers…\" (\u003ci\u003eIIE Transactions- Quality and Reliability Engineering\u003c\/i\u003e, June 2006)\u003c\/p\u003e \u003cp\u003e\"…an impressive resource for research statisticians…researchers in computer graphics and image processing…\" (\u003ci\u003eTechnometrics\u003c\/i\u003e, May 2006)\u003c\/p\u003e\u003c\/font\u003e\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\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 \u003cli\u003eConventional smoothing procedures\u003c\/li\u003e \u003cli\u003eEstimation of jump regression curves\u003c\/li\u003e \u003cli\u003eEstimation of jump location curves of regression surfaces\u003c\/li\u003e \u003cli\u003eJump-preserving surface reconstruction based on local smoothing\u003c\/li\u003e \u003cli\u003eEdge detection in image processing\u003c\/li\u003e \u003cli\u003eEdge-preserving image restoration\u003c\/li\u003e \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\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePreface.  \u003cp\u003e1. Introduction.\u003c\/p\u003e \u003cp\u003e2. Basic Statistical Concepts and Conventional Smoothing Techniques.\u003c\/p\u003e \u003cp\u003e3. Estimation of Jump Regression Curves.\u003c\/p\u003e \u003cp\u003e4. Estimation of Jump Location Curves of Regression Surfaces.\u003c\/p\u003e \u003cp\u003e5. Jump Preserving Surface Estimation By Local Smoothing.\u003c\/p\u003e \u003cp\u003e6. Edge Detection In Image Processing.\u003c\/p\u003e \u003cp\u003e7. Edge-Preserving Image Restoration.\u003c\/p\u003e \u003cp\u003eReferences.\u003c\/p\u003e \u003cp\u003eIndex.\u003c\/p\u003e\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Mathematics [\u003ca title=\"See our other books on Mathematics\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Mathematics%20%5BPB%5D%22\"\u003ePB\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Wiley-Interscience","offers":[{"title":"Brand New","offer_id":52293472420120,"sku":"9780471420996","price":100.89,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/files\/9780471420996.jpg?v=1781640921","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/image-processing-and-jump-regression-analysis-hardback-9780471420996","provider":"Freshly Printed Books","version":"1.0","type":"link"}