Title :
Noval image restoration approach for colour images corrupted with impulsive noise
Author :
Priya, K. ; Pugazhenthi, D.
Author_Institution :
Dept. of Comput. Sci., St. Peter´s Univ., Chennai, India
Abstract :
Generally, image restoration is an important task in any image processing system. This study discusses a novel colour image denoising approach by using new decision based morpho filter for salt and pepper noise corrupted digital color images. The key drawback of the various denoising technique is incapability of edge preservation while image restoration. The proposed denoising algorithm overcomes the aforementioned problem and efficiently removes the corrupted pixels by morphological operation. The proposed system is evaluated by bench mark images such as Lena, Barbara and Peppers. A satisfactory denoising performance is achieved and the result of the system is compared with existing restoration methods such as standard median filter (SMF), adaptive median filter (AMF) and decision based algorithm (DBA).
Keywords :
filtering theory; image colour analysis; image denoising; image restoration; impulse noise; AMF; Barbara images; DBA; Lena images; Peppers images; SMF; adaptive median filter; bench mark images; colour image denoising; corrupted pixels; decision based algorithm; decision based morpho filter; denoising algorithm; denoising performance; denoising technique; digital color images; edge preservation; image processing system; image restoration; impulsive noise; morphological operation; salt and pepper noise; standard median filter; Color; Colored noise; Filtering algorithms; Image color analysis; Noise measurement; Noise reduction; dilation; image restoration; impulse noise removal; morpho filters; salt and pepper noise;
Conference_Titel :
Current Trends in Engineering and Technology (ICCTET), 2014 2nd International Conference on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4799-7986-8
DOI :
10.1109/ICCTET.2014.6966336