Title :
An Algorithm of Reduction Salt-Pepper Noise in TGS Images
Author :
Kexin, Peng ; Xianguo, Tuo ; Biao, Cai ; Yuling, Wang
Author_Institution :
Coll. of Nucl. Technol. & Autom. Emerging, Chengdu Univ. of Technol., Chengdu, China
Abstract :
Noise is an important factor in image quality of TGS In according to the Neighborhood Homogeneous Measurement (NHM) was proposed to process the salt-pepper noise of TGS image system which avoided the shortcomings of traditional median filtering algorithm and improved median filtering algorithm. A cross noise measurement window was designed in adaptive median filtering algorithm to adjust the domain of image pixel, which divided image pixel into noise and signal point through the calculation results of NHM. The iteration method was introduced to inhibit noise signal. The results showed that adaptive median filtering algorithm could effectively reduce the salt-pepper noise of TGS image system.
Keywords :
adaptive filters; computerised tomography; image resolution; median filters; noise; NHM; TGS images; adaptive median filtering algorithm; image pixel; improved median filtering algorithm; iteration method; neighborhood homogeneous measurement; salt-pepper noise reduction; tomographic gamma scanning technology; traditional median filtering algorithm; Algorithm design and analysis; Educational institutions; Filtering; Filtering algorithms; Noise; Noise measurement; Noise reduction; NHM; Salt-pepper noise; TGS;
Conference_Titel :
Computer Science and Electronics Engineering (ICCSEE), 2012 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-0689-8
DOI :
10.1109/ICCSEE.2012.15