Texture feature extraction methods: A survey

A Humeau-Heurtier - IEEE access, 2019 - ieeexplore.ieee.org
Texture analysis is used in a very broad range of fields and applications, from texture
classification (eg, for remote sensing) to segmentation (eg, in biomedical imaging), passing …

Multiscale permutation entropy for two-dimensional patterns

C Morel, A Humeau-Heurtier - Pattern Recognition Letters, 2021 - Elsevier
Complexity measures are important to understand and analyze systems with one
dimensional data. However, extension of these methods to images (two dimensional data) …

Multidimensional and fuzzy sample entropy (SampEnMF) for quantifying H&E histological images of colorectal cancer

LFS Dos Santos, LA Neves, GB Rozendo… - Computers in biology …, 2018 - Elsevier
In this study, we propose to use a method based on the combination of sample entropy with
multiscale and multidimensional approaches, along with a fuzzy function. The model was …

Parameter analysis of multiscale two-dimensional fuzzy and dispersion entropy measures using machine learning Classification

R Furlong, M Hilal, V O'brien, A Humeau-Heurtier - Entropy, 2021 - mdpi.com
Two-dimensional fuzzy entropy, dispersion entropy, and their multiscale extensions
(MFuzzyEn 2 D and MDispEn 2 D, respectively) have shown promising results for image …

Bidimensional multiscale fuzzy entropy and its application to pseudoxanthoma elasticum

M Hilal, C Berthin, L Martin, H Azami… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Objective: We propose a new bidimensional entropy measure and its multiscale form and
evaluate their behavior using various synthetic and real images. The bidimensional …

Colored texture analysis fuzzy entropy methods with a dermoscopic application

M Hilal, AS Gaudêncio, PG Vaz, J Cardoso… - Entropy, 2022 - mdpi.com
Texture analysis is a subject of intensive focus in research due to its significant role in the
field of image processing. However, few studies focus on colored texture analysis and even …

MHTFPE2D: two-dimensional multi-scale hierarchical time–frequency permutation entropy for complexity measurement

J Bao, J Zheng, J Cheng, H Pan, J Tong - Nonlinear Dynamics, 2024 - Springer
As a nonlinear dynamic index, hierarchical permutation entropy (HPE) can effectively
represent the complexity change of time series. However, HPE only focuses on extracting …

Effect of walking speeds on complexity of plantar pressure patterns

BY Liau, FL Wu, Y Li, CW Lung, AA Mohamed… - …, 2021 - Wiley Online Library
Various walking speeds may induce different responses on the plantar pressure patterns.
Current methods used to analyze plantar pressure patterns are linear and ignore nonlinear …

Use of two-dimensional refined composite multi-scale time-frequency dispersion entropy for rolling bearing condition monitoring

J Li, J Zheng, H Pan, J Tong - Measurement, 2023 - Elsevier
Rolling bearing vibration signals with local failure usually contain rich fault characteristic in
the time and frequency domains. Two-dimensional multi-scale dispersion entropy (MDE 2D) …

Systematic literature review on approaches of extracting image merits

AN Onaizah, Y Xia, IA Koondhar - Optik, 2022 - Elsevier
Texture analysis is gaining popularity among the scientific community. A wide variety of
applications use texture analysis method. Texture analysis methods can be used for image …