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Image Processing and Jump Regression Analysis

Name: Image Processing and Jump Regression Analysis
Brand: John Wiley & Sons Inc
SKU: 05339674
Price: 179.89 EUR
Availability: InStock
Author: Peihua Qiu
ISBN: 9780471420996

Peihua Qiu

Language

English

Book Hardback

Libristo code: 05339674

Publishers John Wiley & Sons Inc, January 2005

"Image Processing and Jump Regression Analysis" builds a bridge between the worlds of computer graph... Full description

Libristo code: 05339674

440 b

179.89 € VAT included

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"Image Processing and Jump Regression Analysis" 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 breakdown 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. Key topics include conventional smoothing procedures, estimation of jump regression curves, edge detection in image processing, and edge-preserving image restoration, to name a few. With mathematical proofs kept to a minimum, this book is uniquely accessible as a primary text in nonparametric jump regression analysis and image processing as well as a reference on image processing or curve/surface estimation.