Article
Smoothing vs. sharpening of colour images: Together or separated
Authors
, , and
Abstract
It is still a challenge to improve the efficiency and effectiveness of image denoising and enhancement methods. There exists denoising and enhancement methods that are able to improve visual quality of images. This is usually obtained by removing noise while sharpening details and improving edges contrast. Smoothing refers to the case of denoising when noise follows a Gaussian distribution.
Both operations, smoothing noise and sharpening, have an opposite nature. Therefore, there are few approaches that simultaneously respond to both goals. We will review these methods and we will also provide a detailed study of the state-of-the-art methods that attack both problems in colour images, separately.
Keywords
Color images, image smoothing, image sharpening, 94A08, 68U10
Citation
Pérez-Benito, C., Morillas, S., Jordán, C., & Conejero, J. A. (2017). Smoothing vs. sharpening of colour images: Together or separated. Applied Mathematics and Nonlinear Sciences, 2(1), 299–316. https://doi.org/10.21042/AMNS.2017.1.00025
C. Pérez-Benito, S. Morillas, C. Jordán and J. A. Conejero, “Smoothing vs. sharpening of colour images: Together or separated,” Applied Mathematics and Nonlinear Sciences, vol. 2, no. 1, pp. 299–316, 2017, doi: 10.21042/AMNS.2017.1.00025.
Pérez-Benito C, Morillas S, Jordán C, Conejero JA. Smoothing vs. sharpening of colour images: Together or separated. Applied Mathematics and Nonlinear Sciences. 2017;2(1):299–316. doi:10.21042/AMNS.2017.1.00025.
Pérez-Benito, C., Morillas, S., Jordán, C. and Conejero, J. A. (2017), ‘Smoothing vs. sharpening of colour images: Together or separated’, Applied Mathematics and Nonlinear Sciences, 2(1), pp. 299–316. Available at: https://doi.org/10.21042/AMNS.2017.1.00025.
Pérez-Benito, Cristina, et al. “Smoothing Vs. Sharpening of Colour Images: Together or Separated.” Applied Mathematics and Nonlinear Sciences, vol. 2, no. 1, 2017, pp. 299–316. https://doi.org/10.21042/AMNS.2017.1.00025.
Pérez-Benito, Cristina, Samuel Morillas, Cristina Jordán, and J. Alberto Conejero. “Smoothing Vs. Sharpening of Colour Images: Together or Separated.” Applied Mathematics and Nonlinear Sciences 2, no. 1 (2017): 299–316. https://doi.org/10.21042/AMNS.2017.1.00025.
Export citation
Published by: Engineering Journals


