Title :
Improved filtering method used for linear CCD light spot image
Author :
Lan, Jiming ; Zhang, Haiyan ; Xiong, Gang
Author_Institution :
Sch. of Comput. Sci., Sichuan Univ. of Sci. & Eng., Zigong, China
Abstract :
The light spot image of linear CCD is a kind of the representative peak signal. During filtering, it is difficult to suppress noise and preserve the peak features as much as possible. The position, amplitude, area, edge steepness of the signal peak is inevitably affected. Based on the analysis of ordinary weighted moving average (WMA) filtering algorithm, a new weight concept of amplitude and phase bivariate distance is proposed, and a kind of improved adaptive moving average (MA) filtering method, weighting this bivariate distance, is also developed. This method takes into account not only the phase correlation, but also the amplitude correlation among the sampled pixels during WMA computation. Experiments and engineering applications show that the proposed method can obtain a good result in both removing noise and preserving signal features.
Keywords :
filtering theory; image representation; moving average processes; WMA filtering algorithm; amplitude concept; charge coupled device; filtering method; linear CCD light spot image; noise removal; phase bivariate distance concept; representative peak signal; weighted moving average; Charge coupled devices; Educational institutions; Filtering algorithms; Maximum likelihood detection; Noise; Nonlinear filters; adaptive filtering; amplitude & phase distance; linear CCD; weighted moving average;
Conference_Titel :
Image Analysis and Signal Processing (IASP), 2011 International Conference on
Conference_Location :
Hubei
Print_ISBN :
978-1-61284-879-2
DOI :
10.1109/IASP.2011.6109045