Fuzzy SVM based fuzzy adaptive filter for denoising impulse noise from color images

@article{Roy2018FuzzySB,
  title={Fuzzy SVM based fuzzy adaptive filter for denoising impulse noise from color images},
  author={Amarjit Roy and Rabul Hussain Laskar},
  journal={Multimedia Tools and Applications},
  year={2018},
  pages={1-20}
}
Impulse noise is an “On-Off” noise that corrupts an image drastically. Classification of noisy and non-noisy pixels should be performed more accurately so as to restore the corrupted image with less blurring effect and more image details. In this paper, fuzzy c-means (FCM) clustering has been incorporated with fuzzy- support vector machine (FSVM) classifier… CONTINUE READING