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The sample will define property of pixel.
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CFAR algorithms detect targets by pixel-wise threshold operation, in which the threshold is adaptively computed for each pixel according to the statistical property of pixels within a local window [1 7].
Because of the lack of using local properties of pixels, it may occur an over-segmentation problem.
The DCP is based on the property of "dark pixels," which have a very low intensity in at least one color channel, except for the sky region.
SVM classifies polarimetric information with the single pixel without considering properties of adjacent pixels.
A classifier is designed based on the edge properties of a pixel in the LR frame to identify the spatial information.
In order to transform an image (2D data) on a signal (1D), the SFC must preserve the neighborhood properties of the pixel [9].
In analogy to the fact that one ORN express only one receptor gene, each pixel of the image may be considered as an artificial receptor neuron and the output signal from such a neuron is the change in the optical properties of the pixel caused by the odor.
13640_2012_127_MOESM1_ESM.docx Additional file 1: Proof of the monotonic grayscale invariant property of the semantic pixel set strategy.
In the second stage, interior pixels are then restored by utilizing the edge properties of nearby pixels.
The intrinsic optical properties of the pixels of the layer image are used to resemble the genetic manifestation of the membership of olfactory receptor neurons to different glomeruli, thus resembling the univocal association between an olfactory neuron and its glomerulus [12], [14].
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