SIFT descriptor
Full version
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Divide the 16x16 window into a 4x4 grid of cells (2x2 case shown below)
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Compute an orientation histogram for each cell
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16 cells * 8 orientations = 128 dimensional descriptor
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Adapted from slide by David Lowe