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科图分类法:
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TN911.73 版次： |
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中图分类法:
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TN911.73 版次： |
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题名:
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Stochastic geometry for image analysis / / , |
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出版发行:
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出版地： London : 出版社： ISTE ; 出版日期： c2012. |
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载体形态:
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x, 345 p. : ill. ; 24 cm. |
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内容提要:
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"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"--Provided by publisher. |
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主题词:
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Image processing Statistical methods. |
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主题词:
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Stochastic geometry. |
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主要责任者:
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Descombes, Xavier. |
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索书号:
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1 |