Extension of Tamura Texture Features for 3D Fluorescence Microscopy

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Publikace nespadá pod Ekonomicko-správní fakultu, ale pod Fakultu informatiky. Oficiální stránka publikace je na webu muni.cz.
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MAJTNER Tomáš SVOBODA David

Rok publikování 2012
Druh Článek ve sborníku
Konference 2012 Second Joint 3DIM/3DPVT Conference: 3D Imaging, Modeling, Processing, Visualization & Transmission
Fakulta / Pracoviště MU

Fakulta informatiky

Citace
Obor Využití počítačů, robotika a její aplikace
Klíčová slova image descriptors; Tamura features; 3D
Popis The image descriptors are a very useful tool in the task of classification. In biomedical image analysis, they may characterize either the shape or the internal structure of studied objects. Both characteristics are very important. When analysing cells, their shape is usually determined first. In the second step, their mask may be used for the selection of the area where the texture descriptor should be applied. In this paper, we are going to focus on the texture-based image descriptors called Tamura features. For their basic properties, they seem to be a very promising tool applicable to the biomedical image data. We will apply them to selected types of cell lines and test how they perform. We will also introduce their extension to higher dimensions and show that they give even better results than in the 2D case.
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