Stochastic geometry for image analysis /

• Other Authors: Descombes, Xavier
• Format: eBook
• Language: English
• Published: London : ISTE ; 2012.; Hoboken, NJ : Wiley, 2012.
• Series: Digital signal and image processing series.
• Subjects: Image processing > Statistical methods.; Stochastic geometry.; TECHNOLOGY & ENGINEERING > Imaging Systems.; Image processing / Statistical methods.; Electronic books.

"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...