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there are many texture descriptors in the literature Im going to talk about two of them the co-occurrence matrices and the LBP first the co-occurrence matrix it captures relationships between pairs of pixels the idea is to build a matrix that will codify the this relationship in terms of the intensity levels that occur in a pair of pixels it considers a fixed distance kill between two pixels one is the reference and the other one is the neighbor for example aq value of zero one means that the neighbor is found by shifting zero pixels in the X direction the row and one pixel in the y direction the column so in this particular case what we are considering to be the neighbor is the pixel at the right hand side so illustrate this method of building equal currents matrix let us consider Q equal to zero one so this means that by fixing a pixel say Im fixing this pixel here what Im trying to do is to observe what is the intensity level of the pixel on the righ