- author = "Asmatullah Chaudhry and Anwar M. Mirza and Nisar Ahmed Memon",
- title = "Fusion of Linear and Non-Linear Image Restoration Filters Using Genetic Programming",
- journal = "Mehran university Research Journal of Engineering and Technology",
- year = "2009",
- volume = "28",
- number = "4",
- pages = "429--436",
- month = oct,
- publisher = "Mehran University of Engineering and Technology",
- address = "Pakistan",
- email = "asmatullah.chaudhry@gmail.com",
- keywords = "genetic algorithms, genetic programming, Image restoration, E-median filter, Adaptive Wiener filter (AWF)",
- ISSN = "0254-7821",
-
searchurl = "
http://direct.bl.uk/bld/OrderDetails.do?",
- abstract = "In this paper, we present an intelligent technique for image de-noising of gray level still images degraded with Gaussian white noise. The proposed technique consists of using E-median filter in wavelet domain and adaptive Wiener filter to restore the noisy image. Genetic programming is then used to evolve an optimal pixel intensity estimation function used to restore the degraded images. The proposed method has shown considerable improvement in the image quality as compared to the adaptive Wiener and E-median filter approaches. Experimental results carried out on several standard images and a database consisting of 450 images confirm the superiority of the proposed technique in terms of image quality. This also validates the use of hybrid techniques for image restoration.",
-
notes = "Unique item number RN257688172 Shelfmark
5536.314400
Oct 2015 http://publications.muet.edu.pk/ only back as far as 2010.",
