A comparative study on multivariate mathematical morphology
The successful application of univariate morphological operators on several domains, along
with the increasing need for processing the plethora of available multivalued images, have …
with the increasing need for processing the plethora of available multivalued images, have …
Digital filtering techniques using fuzzy-rules based logic control
XX Yin, S Hadjiloucas - Journal of Imaging, 2023 - mdpi.com
This paper discusses current formulations based on fuzzy-logic control concepts as applied
to the removal of impulsive noise from digital images. We also discuss the various principles …
to the removal of impulsive noise from digital images. We also discuss the various principles …
[图书][B] Principles of digital image processing: advanced methods
This easy-to-follow textbook is the third of three volumes which provide a modern,
algorithmic introduction to digital image processing, designed to be used both by learners …
algorithmic introduction to digital image processing, designed to be used both by learners …
Fuzzy peer groups for reducing mixed Gaussian-impulse noise from color images
S Morillas, V Gregori, A Hervás - IEEE Transactions on Image …, 2009 - ieeexplore.ieee.org
The peer group of an image pixel is a pixel similarity-based concept which has been
successfully used to devise image denoising methods. However, since it is difficult to define …
successfully used to devise image denoising methods. However, since it is difficult to define …
Morphological colour operators in totally ordered lattices based on distances: Application to image filtering, enhancement and analysis
J Angulo - Computer vision and image understanding, 2007 - Elsevier
The extension of mathematical morphology operators to multi-valued functions, and in
particular to colour images, is neither direct nor general. In this paper, a generalisation of …
particular to colour images, is neither direct nor general. In this paper, a generalisation of …
Nonlinear vector filtering for impulsive noise removal from color images
ME Celebi, HA Kingravi… - Journal of Electronic …, 2007 - spiedigitallibrary.org
A comprehensive survey of 48 filters for impulsive noise removal from color images is
presented. The filters are formulated using a uniform notation and categorized into 8 …
presented. The filters are formulated using a uniform notation and categorized into 8 …
Fast adaptive similarity based impulsive noise reduction filter
B Smolka, R Lukac, A Chydzinski, KN Plataniotis… - Real-Time Imaging, 2003 - Elsevier
In this paper, we address the problem of impulsive noise reduction in multichannel images.
A new class of filters for noise attenuation is introduced and its relationship with commonly …
A new class of filters for noise attenuation is introduced and its relationship with commonly …
A new fuzzy color correlated impulse noise reduction method
S Schulte, S Morillas, V Gregori… - IEEE transactions on …, 2007 - ieeexplore.ieee.org
A new impulse noise reduction method for color images is presented. Color images that are
corrupted with impulse noise are generally filtered by applying a grayscale algorithm on …
corrupted with impulse noise are generally filtered by applying a grayscale algorithm on …
Multiclass SVM based adaptive filter for removal of high density impulse noise from color images
This paper proposes a multiclass support vector machine (SVM) based adaptive filter for
removal of impulse noise from color images. The quality of the image gets degraded due to …
removal of impulse noise from color images. The quality of the image gets degraded due to …