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Our system has the advantages of adaptively tuning Gabor parameters and embedding richer informative texture into features and non-linear fusion strategies.
Surrounded between the pupil and the white sclera, the iris has a complex and stochastic structure containing randomly distributed and irregularly shaped microstructures, generating a rich and informative texture pattern in the iris.
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Motivated by this, we preferred to extract further informative iris texture features by adopting suitable Gabor filters.
Our method used optimal Gabor filters and multiple Gabor feature fusion to include more targeted and informative iris texture properties in the classification decision stage.
For example, in some cases the kernel based on color information is more informative than a texture based kernel.
The pattern of stick-slip events is highly informative about surface texture (Arabzadeh et al., 2005; Wolfe et al., 2008).
For instance, specular reflections in pupil and iris complicate the segmentation process and corrupt some informative regions of the texture.
The discriminative ability of the Gabor features demonstrates that the optimized Gabor filters may match the most informative frequency band iris texture than the predefined filters.
Conical whiskers sweep across textures with informative micromotions, whereas cylindrical whiskers get stuck.
Is information always informative?
We had previously observed no difference in percent density obtained from the entire mammogram by BRCA1/2 mutation status in this same population, motivating our search for new informative parenchymal characteristics based on radiographic texture analysis within a retro-areolar ROI.
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CEO of Professional Science Editing for Scientists @ prosciediting.com