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Stochastic geometry for image analysis /
~
Descombes, Xavier.
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Stochastic geometry for image analysis /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Stochastic geometry for image analysis // edited by Xavier Descombes.
其他作者:
Descombes, Xavier.
出版者:
London :ISTE ; : c2012.,
面頁冊數:
x, 345 p. :ill. ;25 cm.
標題:
Image processing - Statistical methods. -
ISBN:
9781848212404 (hbk.) :
Stochastic geometry for image analysis /
Stochastic geometry for image analysis /
edited by Xavier Descombes. - London :ISTE ;c2012. - x, 345 p. :ill. ;25 cm. - Digital signal and image processing series.
Includes bibliographical references (p. [325]-339) and index.
"This book develops the stochastic geometry framework for image analysis purpose. Two main frameworks are described: marked point process and random closed sets models. We derive the main issues for defining an appropriate model. The algorithms for sampling and optimizing the models as well as for estimating parameters are reviewed. Numerous applications, covering remote sensing images, biological and medical imaging, are detailed. This book provides all the necessary tools for developing an image analysis application based on modern stochastic modeling"--
ISBN: 9781848212404 (hbk.) :US144.95
LCCN: 2011036864Subjects--Topical Terms:
646426
Image processing
--Statistical methods.
LC Class. No.: TA1637 / .S76 2011
Dewey Class. No.: 621.36/70151922
Stochastic geometry for image analysis /
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