The Alternative Peculiarity Divination System Fixed on FONDB-Mean Filter For Persistent Amplitude Impulsive Outlier
Vorapoj Patanavijit, Darun Kesrarat, Wilaiporn Lee, Kanabadee Srisomboon, Kornkamol Thakulsukanant · 2024
In peculiarity divination research society, the delineation units are hypothetically estimated as peculiarity delineation units or non-peculiarity delineation units. The theoretical analysis nominates the alternative peculiarity divination system fixed on the FONDB-Mean Filter (First Order Neighborhood Decision Based Mean Filter), that is elaborated for the original MDBUTMF (Modified decision based unsymmetric trimmed median filter) for revamping the accomplishment of the peculiarity divination system for PAIO (Persistent Amplitude Impulsive Outlier) at general peculiarity quantity (5%-90%). In the analysis implementation, a lot of peculiarity delineations that are made up Lena, F16, Baboon and Pepper at general peculiarity quantity are used to investigate the accomplishment of the proposed peculiarity divination system, which is compared with many state-of-art systems: SMF, MF, AMF and MDBUTMF. Due to these implemental results, the accomplishment of the proposed peculiarity divination system fixed on FONDB-Mean Filter is high-caliber than all state-of-art systems at small peculiarity quantity in both subjective indicator and objective indicator.