Signal processing metrics | Loss functions

Sum of absolute differences

In digital image processing, the sum of absolute differences (SAD) is a measure of the similarity between image blocks. It is calculated by taking the absolute difference between each pixel in the original block and the corresponding pixel in the block being used for comparison. These differences are summed to create a simple metric of block similarity, the L1 norm of the difference image or Manhattan distance between two image blocks. The sum of absolute differences may be used for a variety of purposes, such as object recognition, the generation of disparity maps for stereo images, and motion estimation for video compression. (Wikipedia).

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This video explains how to determine the difference of two absolute values. http://mathispower4u.com

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Computer stereo vision | Lp space | Absolute difference | Integer | Sum of absolute transformed differences | Pixel | Hadamard transform