Motion History Images

The motion history image (MHI) is a static image template helps in understanding the motion location and path as it progresses. In MHI, the temporal motion information is collapsed into a single image template where intensity is a function of recency of motion. Thus, the MHI pixel intensity is a function of the motion history at that location, where brighter values correspond to a more recent motion. Using MHI, moving parts of a video sequence can be engraved with a single image, from where one can predict the motion flow as well as the moving parts of the video action.

Some important features of the MHI representation are:
 * It represents motion sequence in a compact manner. In this case, the silhouette sequence is condensed into a grayscale image, where dominant motion information is preserved.
 * MHI can be created and implemented in low illumination conditions where the structure cannot be easily detected otherwise.
 * The MHI representation is not so sensitive to silhouette noises, holes, shadows, and missing parts.
 * The gray-scale MHI is sensitive to the direction of motion because it can demonstrate the flow direction of the motion.
 * It keeps a history of temporal changes at each pixel location, which then decays over time.
 * The MHI expresses the motion flow or sequence by using the intensity of every pixel in a temporal manner.

General algorithm
for each time t Bt := absolute_difference(It, It-1) &gt; threshold end for for each time t for each pixel (x, y) if Bt(x, y) = 1 MHIt(x, y) := τ else if MHIt-1 ≠ 0 MHIt(x, y) := MHIt-1(x, y) - 1 else MHIt(x, y) := 0 end if end for