LBP is proposed by Ojalaet al.in 1994. And it has been found to be a valuable texture feature. As Fig.2 shows, LBP is calculated one pixel by another. For each pixel, it is compared to its neighbors (number of neighbors can be 8, 12 or even more). Then follow the neighbors clockwise or counter-clockwise. If its value is bigger than the center pixel, write “1”. Otherwise, write “0”. When traversed all the neighbors, an 8-digit binary number can be obtained. Usually it is converted to decimal. In most cases, the histogram is calculated by LBP over the cells in the detection window and is used as classification features

spattempLBP.m

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