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According to Vu and Caplier [17], the LBP is basically a fine-scale descriptor that mostly captures small texture details.
The new LBP operator can better tolerate small texture variation and better distinguish the plain and rough texture than the original RIU-LBP does.
This is associated with the small texture height of the sol gel coating, which lowers the area of the interfacial contact between the mud and the coated surface, and relatively lower surface energy of the sol gel coating as compared to that of the laser treated surface.
At a randomly chosen time during the first 8 seconds of each 10 second block, a small texture pattern (either circular or radial grating, chosen randomly; 1.09 degrees diameter) was flashed for 500 ms superimposed on one of the 4 Gabors (chosen randomly) at an eccentricity of 9.05 deg (center to center) from fixation.
The goal of this method is to be able to create a texture image of any size based on a small texture sample.
The representation of the visual scene in early visual areas therefore consists of a set of image fragments, like short contour elements and small texture patches.
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Above that thickness loses in visibility and light conditions make it difficult to distinguish small textures in detail.
As it was said in Section 3.2 the warping takes of total processing time for real-time implementation when dimension of parameter vector is less than 30 and small textures are used like the ones we implement in this paper.
However, studies have shown that Gabor features are sensitive to gross changes in illumination direction [12] and does retain some elements of small-scale textures [20].
All the images, rotated by hardware and software, are divided into smaller texture samples.
Given a small sample texture, the design process starts with applying a set of global deformation operations (rotation, translation, mirror, scale and flip) to the sample texture to obtain a set of deformed textures automatically.
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CEO of Professional Science Editing for Scientists @ prosciediting.com