An ANN Based Two Pass-Two Phase Adaptive Filtering of a Digital Image Corrupted by SPN

Images get contaminated due to different noises at various stages of processing and salt and Pepper is one such noise. The noise removal approach used for filtering mainly differs in their basic methodologies, but the purpose is to suppress different types and percentage of noise. Some of the filtering schemes replace those corrupted pixels by indentifying the positions of the corrupted pixels in the observed noisy image, with the help of a noise detector, whereas others remove all the pixels irrespective of corruption. This paper investigates the former method in denoising a digital image through incorporation of an adaptive threshold into the noise detection process.

Provided by: International Journal of Computer Applications Topic: Software Date Added: Feb 2012 Format: PDF

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