Image Processing and Image Mining Using Decision Trees

Name: Image Processing and Image Mining Using Decision Trees
Brand: VDM Verlag Dr. Mueller E.K.
SKU: 9783639027082
Price: 211.36 PLN
Availability: InStock

Fusing Data Mining and Image Processing

Autor: Kun-Che Lu

Język:

Oprawa: Miękka

Wydawca: VDM Verlag Dr. Mueller E.K.

Dostępność: Dostępna u dostawcy

Wysyłamy za 9-15 dni

211.36 zł

With the advent of computer technology, more and more imageswill be presented in an electronic form....

Informacje o książce

Autor

Kun-Che Lu

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2008

strony

EAN

9783639027082

ISBN

3639027086

Enbook ID

06812460

Wydawca

VDM Verlag Dr. Mueller E.K.

Waga

122

Wymiary

152 x 229 x 4

Pełny opis

With the advent of computer technology, more and more imageswill be presented in an electronic form. Hence, we will need more advanced methods to deal with these images as they are becoming an indispensable part of our daily life. Plenty of knowledge can behidden in images, however very little literature discusses knowledge discovery on them. Moreover, most existing data mining algorithms have been designed for mining categorical or numerical data, and are not suited for image. On the other hand, most image processing methods were focused on processing, not analyzing the image, thus, few of them can be used to mine the image. In this book, we present a framework based on decision trees for both of image mining and image processing. It can automatically mine useful information of the given images and learn the effect within. The learned effects can even be applied to process other images. Thus,we can create an image processing model with a desired effect byusing variety of training images. The method described in this bookis especially suitable for everyone who wants to mine knowledge from the image and for people who wish to create their personalized image processing model.

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