Multiple objects detection in biological images using a marked point process framework - Inria - Institut national de recherche en sciences et technologies du numérique Accéder directement au contenu
Article Dans Une Revue Methods Année : 2016

Multiple objects detection in biological images using a marked point process framework

Xavier Descombes

Résumé

The marked point process framework has been successfully developed in the field of image analysis to detect a configuration of predefined objects. The goal of this paper is to show how it can be particularly applied to biological imagery. We present a simple model that shows how some of the challenges specific to biological data are well addressed by the methodology. We further describe an extension to this first model to address other challenges due, for example, to the shape variability in biological material. We finally show results that illustrate the MPP framework using the " simcep " algorithm for simulating populations of cells.
Fichier principal
Vignette du fichier
MPPBio.pdf (448.55 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-01383165 , version 1 (18-10-2016)

Identifiants

Citer

Xavier Descombes. Multiple objects detection in biological images using a marked point process framework. Methods, 2016, ⟨10.1016/j.ymeth.2016.09.009⟩. ⟨hal-01383165⟩
292 Consultations
488 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More