TY - EJOUR
AU - Soroushmehr, Sayed Mohammad
PY - 2024
DA - February
TI - A New Fuzzy Based Motion Estimation Algorithm In Video Compression
T2 - Majlesi Journal of Electrical Engineering
VL - 4
L1 - https://oiccpress.com/Majlesi-Journal-of-Electrical-Engineering/article/a-new-fuzzy-based-motion-estimation-algorithm-in-video-compression/
DO - 10.1234/mjee.v4i2.197
N2 - Motion estimation (ME) is a part of video codecs which results in further compression of video data. But it requires a huge amount of computations. To overcome this drawback, there have been offered too many techniques yet. In this paper with the aid of fuzzy inference, an efficient algorithm is devised. The proposed algorithm exploits spatial correlation as well as temporal correlation among motion vectors. This algorithm uses fuzzy rules to determine the initial motion vector. After that, a local search around initial vector is carried out. In order to decrease the complexity of the algorithm, a look-up table is used. In this table, defuzzified values are stored. Also, to further reduction of complexity, few computations are performed in the proposed algorithm for stationary and quasi stationary blocks. To determine which block can be regarded as stationary or quasi stationary block, a simple comparison with a predefined threshold is done. The experimental results show that the proposed algorithm performs better than other fast block matching algorithms in terms of picture quality and computational complexity.  
IS - 2
PB - OICC Press
KW - Islamic Azad University, Block Motion Eestimation, Fuzzy reasoning, Khomeinishahr branch. Spatial Correlation, Temporal Correlation 
EN -