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Taddeüs Kroes
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1c7972b5
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1c7972b5
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13 years ago
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Jayke Meijer
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Added file for LBP, with description of algorithm.
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# Divide the examined window to cells (e.g. 16x16 pixels for each cell).
# For each pixel in a cell, compare the pixel to each of its 8 neighbors
# (on its left-top, left-middle, left-bottom, right-top, etc.). Follow the
# pixels along a circle, i.e. clockwise or counter-clockwise.
# Where the center pixel's value is greater than the neighbor, write "1".
# Otherwise, write "0". This gives an 8-digit binary number (which is usually
# converted to decimal for convenience).
# Compute the histogram, over the cell, of the frequency of each "number"
# occurring (i.e., each combination of which pixels are smaller and which are
# greater than the center).
# Optionally normalize the histogram. Concatenate normalized histograms of all
# cells. This gives the feature vector for the window.
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