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Code library for marked point processes

Keywords : marked point process, library.

Participants : Bayrem Tounsi, Xavier Descombes [ contact ] .

In this work, we are developing a C++ library for manipulating marked point processes for image analysis. We have developed routines for models based on discs and ellipses. These models include our previous work on tree detection and flamingo counting. Various kernels for use in defining an RJMCMC scheme to optimize the models are included in the library. We are currently addressing models based on segments and rectangles.


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