Combining kriging, multispectral and multimodal microscopy to resolve malaria-infected erythrocyte contents.
In this communication, we demonstrate how kriging, combine with multispectral and multimodal microscopy can enhance the resolution of malaria-infected images and provide more details on their composition, for analysis and diagnosis. The results of this interpolation applied to the two principal components of multispectral and multimodal images illustrate that the examination of the content of Plasmodium falciparum infected human erythrocyte is improved.
Laboratoire EQUIPPE, Université Charles De Gaulle, Lille 3, Maison de la Recherche, Domaine du Pont de Bois, BP 60149, 59653 Villeneuve d'Ascq Cedex, France.
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Dabo-Niang
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JT
Zoueu
D004912:Erythrocytes / Q000737:chemistry* / Q000469:parasitology; D006454:Hemoglobins / Q000737:chemistry; D006801:Humans; D007089:Image Enhancement / Q000379:methods*; D007091:Image Processing, Computer-Assisted / Q000379:methods; D016778:Malaria, Falciparum / Q000097:blood; D008853:Microscopy / Q000379:methods*; D061848:Optical Imaging / Q000379:methods*; D010963:Plasmodium falciparum / Q000166:cytology / Q000472:pathogenicity; D025341:Principal Component Analysis; D062206:Spatial Analysis; D013057:Spectrum Analysis / Q000379:methods*; D013194:Staining and Labeling; D053058:Trophozoites / Q000166:cytology / Q000254:growth & development
D006454:Hemoglobins