Title :
Noise Reduction and Edge Enhancement Based on Band-Pass Epsilon-filter
Author :
Matsumoto, Mitsuharu ; Hashimoto, Shuji
Author_Institution :
Educ. & Res. Center for Frontier Sci., Univ. of Electro-Commun., Chofu
Abstract :
Band-pass bilateral filter is an improved bilateral filter which does not have low-pass characteristics but has band-pass characteristics to enhance image contrast around edges. However, the computation time is relatively large due to Gaussian calculation in all pixels. To reduce the calculation cost, we look to a nonlinear filter called epsilon-filter and propose an advanced epsilon-filter which does not have low-pass charactersitics but has band-pass characteristics to enhance the image contrast around edge, namely band-pass epsiv-filter. Due to its simple design, the calculation cost is relatively small the same as epsiv-filter. To show the effectiveness of the proposed method, we also report the results of some comparative experiments concerning the filter characteristics and computational cost.
Keywords :
band-pass filters; edge detection; image denoising; image enhancement; nonlinear filters; band-pass bilateral filter; band-pass epsiv-filter; edge image contrast enhancement; image noise reduction; nonlinear epsiv-filter; Information management; Noise reduction; Edge enhancement; Filtering; Noise reduction; Nonlinear filter; epsilon filter;
Conference_Titel :
Information Management and Engineering, 2009. ICIME '09. International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-0-7695-3595-1
DOI :
10.1109/ICIME.2009.21