Mr. Pickering et al., AN ADAPTIVE SEARCH LENGTH ALGORITHM FOR BLOCK MATCHING MOTION ESTIMATION, IEEE transactions on circuits and systems for video technology, 7(6), 1997, pp. 906-912
This paper presents a new fast search algorithm for block matching mot
ion estimation called the adaptive search length (ASL) algorithm. The
ASL algorithm adaptively varies the number of positions searched for e
ach block while still maintaining control of the average number of sea
rches per block for each frame. Experimental results show that the pea
k signal-to-noise ratio (PSNR) of decoded sequences which were coded u
sing the ASL algorithm is within 0.25 dB of the PSNR of decoded sequen
ces which were coded using the full search block matching algorithm. I
t is also shown that the ASL algorithm requires only 10% of the comput
ations required by the full search algorithm to achieve this level of
decoded image quality.