Title :
Image restoration using adaptive switching median filter
Author :
Moon, Kapila M. ; Patil, M.D. ; Parmar, Bhavesh
Author_Institution :
Ramrao Adik Inst. of Technol. & Engineearing, Mumbai Univ., Navi Mumbai, India
Abstract :
A new adaptive switching median filter is proposed to remove salt-and-pepper impulse noise from corrupted image. The algorithm is developed by combining advantages of the known median-type filters with impulse noise detection step. Comparison of the given method with traditional filters is provided. A visual example is given to demonstrate the performance of the proposed filter.
Keywords :
adaptive filters; image denoising; image restoration; impulse noise; median filters; probability; switched filters; adaptive switching median filter; corrupted image; image restoration; impulse noise detection; salt-and-pepper impulse noise; Adaptive filters; Algorithm design and analysis; Digital filters; Filtering algorithms; Noise; Pixel; Switches; impulse noise; median filter; noise detection; nonlinear image processing;
Conference_Titel :
Computational Intelligence and Computing Research (ICCIC), 2010 IEEE International Conference on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4244-5965-0
Electronic_ISBN :
978-1-4244-5967-4
DOI :
10.1109/ICCIC.2010.5705810
