A Novel Approach to Classify Noises in Images Using Artificial Neural Network
T. Santhanam · Journal of Computer Science · 2010
Problem statement: Noise identification is predominant in any digital image processing algorithms, which helps in identifying the filters to smooth the image for further processing.Approach: An Artificial Neural Network (ANN) based approach was proposed for noise identification.The suggested technique involved seclusion of the noise samples and extracts their statistical features, which was then applied to a neural network to identify the noise.Results: Neural networks provided a better solution in identifying the noise.Conclusion: By identifying the noise the precise filter can be used for enhancing the given image.