W. Z. A. Wan Muhamad

Extended machine learning method and factors that influence the performance of image denoising process

The proposed method consists of the implementation of singular value decomposition (SVD) for noise identification and the results from SVD are later used to create a dataset and an improved median filter, Frequency Deviation Median Filter (FDMF), for noisy pixel replacement.