Scale-Space and Edge Detection Using Anisotropic Diffusion
IEEE Transactions on Pattern Analysis and Machine Intelligence
Color image processing and applications
Color image processing and applications
Bilateral Filtering for Gray and Color Images
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Fuzzy Vector Median-Based Surface Smoothing
IEEE Transactions on Visualization and Computer Graphics
Fuzzy bilateral filtering for color images
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Noise reduction by fuzzy image filtering
IEEE Transactions on Fuzzy Systems
IEEE Transactions on Image Processing
On the origin of the bilateral filter and ways to improve it
IEEE Transactions on Image Processing
A new class of chromatic filters for color image processing. theory and applications
IEEE Transactions on Image Processing
A universal noise removal algorithm with an impulse detector
IEEE Transactions on Image Processing
A Fuzzy Noise Reduction Method for Color Images
IEEE Transactions on Image Processing
Fuzzy peer groups for reducing mixed Gaussian-impulse noise from color images
IEEE Transactions on Image Processing
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Many filtering methods for Gaussian noise smoothing in colour images have been proposed. The common objective of these methods is to smooth out the noise while preserving the edges and details of the image. However, it can be observed that these methods, in their effort to preserve the image structures, also generate artefacts in homogeneous regions that are actually due to noise. So, these methods can perform well in image edges and details but sometimes they do not achieve the desired smoothing in homogeneous regions. In this paper we propose a method to overcome this problem. We use fuzzy concepts to build a soft-switching technique between two Gaussian noise filters: (i) a filter able to smooth out the noise near edges and fine features while properly preserving those details and (ii) a filter able to achieve the desired smoothing in homogeneous regions. Experimental results are provided to show the performance achieved by the proposed solution.