| Stochastic Geometry for Image Analysis Contributor(s): Descombes, Xavier (Editor) |
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ISBN: 1848212402 ISBN-13: 9781848212404 Publisher: Wiley-Iste OUR PRICE: $175.70 Product Type: Hardcover - Other Formats Published: December 2011 |
| Additional Information |
| BISAC Categories: - Technology & Engineering | Imaging Systems |
| Dewey: 621.367 |
| LCCN: 2011036864 |
| Physical Information: 1" H x 6.1" W x 9.2" (1.50 lbs) 384 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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. |