Stochastic geometry for image analysis edited by Xavier Descombes.
Material type:
TextPublication details: Great Britain : Wiley and sons; 2012Description: x, 345 p. 23 cmISBN: - 9781848212404 (hardback)
- 621.3670151922 DES/Sto 23
- TA1637 .S76 2011
- TEC015000
| Item type | Current library | Call number | Status | Date due | Barcode | |
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Goa University Library MCA Book Bank | 621.3670151922 DES/Sto (Browse shelf(Opens below)) | Available | 142878 |
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| 621.367 GON-WOO Digital Image Processing | 621.367 SAX/Sci The science of imaging : | 621.367 SON/Dig Digital image processing and computer vision | 621.3670151922 DES/Sto Stochastic geometry for image analysis | 621.3693 WU-BAR Microlenses : | 621.3747 KRO/Fre Frequency stability : | 621.38132 PUC/Mon Monolithic microwave integrated circuits / |
Includes bibliographical references 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"--
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