DocumentCode :
2616002
Title :
Noise Reduction of Video Sequences Using Detection Method
Author :
Ma Liang ; Sun Weizhen ; Xi Guiquan
Author_Institution :
Capital Normal Univ., Beijing, China
fYear :
2009
fDate :
17-20 April 2009
Firstpage :
299
Lastpage :
302
Abstract :
A noise reduction method of video sequences using moving and noise detection has been proposed in this paper. The proposed filtering method firstly divides pixels into stationary and large moving deviation. Afterwards, by a further detection, we divide the pixels of large moving deviation into noise causing and moving causing so as to use different filtering algorithm to obtain the desired effect. Experimental results have shown that, compared with the conventional adaptive temporal video denoising method, the proposed method protects the edge and detail part in the image more effective, and also overcomes the trailing phenomenon well. Meanwhile, the proposed method has a small computation load, so can be realized and combined with other spatial noise reduction algorithm easily. In a way, it has a certain application value.
Keywords :
edge detection; filtering theory; image denoising; image motion analysis; image sequences; video signal processing; adaptive temporal video denoising method; edge protection; filtering algorithm; large moving deviation; noise detection method; spatial noise reduction algorithm; video sequences; Additive white noise; Filtering algorithms; Filters; Gaussian noise; Layout; Motion detection; Motion estimation; Noise reduction; Pixel; Video sequences; Adaptive temporal denoising; Frame difference; Moving and noise control; Video image; denoising;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Education Technology and Computer, 2009. ICETC '09. International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-0-7695-3609-5
Type :
conf
DOI :
10.1109/ICETC.2009.38
Filename :
5169503
Link To Document :
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