Statistical Image Processing and Multidimensional Modeling

Language: English

Published by SPRINGER NATURE Okt 2010, 2010

1441972935 / 9781441972934

Series: Book 13 of 19 - Information Science and Statistics

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -Images are all around us!The proliferation of low-cost, high-quality imaging devices has led to an explosion in acquired images. When these images are acquired from a microscope, telescope, satellite, or medical imaging device, there is a statistical image processing task: the inference of something an artery, a road, a DNA marker, an oil spill from imagery, possibly noisy, blurry, or incomplete.A great many textbooks have been written on image processing. However this book does not so much focus on images, per se, but rather on spatial data sets, with one or more measurements taken over a two or higher dimensional space, and to which standard image-processing algorithms may not apply.There are many important data analysis methods developed in this text for such statistical image problems. Examples abound throughout remote sensing (satellite data mapping, data assimilation, climate-change studies, land use), medical imaging (organ segmentation, anomaly detection), computer vision (image classification, segmentation), and other 2D/3D problems (biological imaging, porous media).The goal, then, of this text is to address methods for solving multidimensional statistical problems. The text strikes a balance between mathematics and theory on the one hand, versus applications and algorithms on the other, by deliberately developing the basic theory (Part I), the mathematical modeling (Part II), and the algorithmic and numerical methods (Part III) of solving a given problem. The particular emphases of the book include inverse problems, multidimensional modeling, random fields, and hierarchical methods. 454 pp. Englisch.

Seller Inventory # 9781441972934

Title
Statistical Image Processing and Multidimensional Modeling
Author
Paul Fieguth
Publisher
SPRINGER NATURE Okt 2010
Publication year
2010
Condition
Neu
Binding
Buch
Language
English
ISBN 10
1441972935
ISBN 13
9781441972934
Item weight
847 grams
Dimensions
244x164x37 mm
Series
Book 13 of 19: Information Science and Statistics

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

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First item£ 19.72£ 19.72
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BuchWeltWeit Ludwig Meier e.K.

Germany