Title :
A Quick Algorithm for Filtering Noise from Laser Terrain Image
Author :
Yin, Weiming ; Wang, Ying ; Zhou, Bo
Author_Institution :
China Univ. of Geosci., Wuhan, China
Abstract :
This paper presents a new algorithm to filter impulse noise from laser terrain image. The algorithm takes three steps to satisfy the laser images on the special requirements of signal holding, adaptive filtering and real-time processing. The first step is to extract and maintain the edge of terrain image, the second step is to detect and smooth gross errors in each filtering window, and the last step is to cycle the filter procedure automatically. The experimental results verify the performance of the algorithm.
Keywords :
adaptive filters; edge detection; feature extraction; geophysical signal processing; image denoising; impulse noise; optical images; smoothing methods; terrain mapping; adaptive filtering; edge extraction; gross error detection; gross error smoothing; impulse noise filtering algorithm; laser terrain image; real-time signal processing; signal holding; Adaptive filters; Error analysis; Filtering algorithms; Geology; Image edge detection; Image processing; Laser noise; Navigation; Pixel; Signal processing;
Conference_Titel :
Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-4129-7
Electronic_ISBN :
978-1-4244-4131-0
DOI :
10.1109/CISP.2009.5301367