Książka Image Processing and Jump Regression Analysis Peihua Qiu

Image Processing and Jump Regression Analysis

Autor: Peihua Qiu
Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy
Wysyłamy za 9-15 dni
715.68
"Image Processing and Jump Regression Analysis" builds a bridge between the worlds of computer graph...

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2005
strony
344
EAN
9780471420996
ISBN
0471420999
Enbook ID
05339674
Waga
652
Wymiary
160 x 241 x 26

Pełny opis

"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.

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