A comparative study on multivariate mathematical morphology

E Aptoula, S Lefèvre - Pattern Recognition, 2007 - Elsevier
The successful application of univariate morphological operators on several domains, along
with the increasing need for processing the plethora of available multivalued images, have …

A rule-based deep fuzzy system with nonlinear fuzzy feature transform for data classification

R Yin, X Pan, L Zhang, J Yang, W Lu - Information Sciences, 2023 - Elsevier
In today's fuzzy community, the blending of fuzzy model and deep learning has become one
hot topic for the development of more sophisticated and high-powered fuzzy systems. In this …

Breast nodules computer-aided diagnostic system design using fuzzy cerebellar model neural networks

CM Lin, YL Hou, TY Chen… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Since the mortality rate of breast cancer in women is gradually increasing, a well-designed
computer-aided diagnosis (CAD) system can assist doctors in early diagnosis of the breast …

A conditionally invariant mathematical morphological framework for color images

T Lei, Y Zhang, Y Wang, S Liu, Z Guo - Information Sciences, 2017 - Elsevier
It is difficult to extend a grayscale morphological approach to color images because total
vector ordering is required for color pixels. To address this issue, we developed a kind of …

Vector morphological operators in HSV color space

T Lei, Y Wang, YY Fan, J Zhao - Science China Information Sciences, 2013 - Springer
In HSV color space, the current vector morphological operators have low capability to
reduce color noise caused by hue and saturation in color image processing. Because they …

Mammographic image analysis based on adaptive morphological fuzzy logic CAD system

B Sridhar, K Reddy, AM Prasad - International Journal of …, 2015 - inderscienceonline.com
The proposed method is the cancer detection in mammogram images based on adaptive
mathematical morphology and fuzzy logic approach. The mathematical morphology is a …

[PDF][PDF] Leather features selection for defects recognition using fuzzy logic

K Krastev, L Georgieva, N Angelov - Energy, 2004 - ecet.ecs.uni-ruse.bg
In the present work are investigated 12 histogram and statistical features for analysis of
leather surface images. A research of the features suitability for surface defects detection is …

Adaptive vector median filter for removal of impulse noise from color images

KM Sıngh, P Bora - IU-Journal of Electrical & Electronics …, 2004 - dergipark.org.tr
This paper presents a vector median filter that incorporates mechanism for the detection of
impulses from color images. The vector pixels in a specified window is ranked on the basis …

Design and implementation of a fuzzy hardware structure for morphological color image processing

G Louverdis, I Andreadis - … on circuits and systems for video …, 2003 - ieeexplore.ieee.org
A hardware implementation of a fuzzy processor suitable for morphological color image
processing applications is presented for the first time. From the hardware point of view, only …

An interval-valued fuzzy cerebellar model neural network based on intuitionistic fuzzy sets

J Zhao, CM Lin - International Journal of Fuzzy Systems, 2017 - Springer
An interval-valued fuzzy cerebellar model neural network (IV-FCMNN) is proposed for the
identification and control of uncertain systems. It is a more general model that uses the …