TY  - JOUR
AU  - Santhanam, T. 
AU  - Radhika, S. 
PY  - 2010
TI  - A Novel Approach to Classify Noises in Images Using Artificial Neural Network
JF  - Journal of Computer Science
VL  - 6
IS  - 5
DO  - 10.3844/jcssp.2010.506.510
UR  - https://thescipub.com/abstract/jcssp.2010.506.510
AB  - 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.