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 …

ELM based signature for texture classification

JJMS Junior, AR Backes - Pattern Recognition, 2016 - Elsevier
Texture classification is a very important field of image analysis. Because of this, the
literature has been presented methods that provide more and more highly discriminative …

Roughness measurement of leaf surface based on shape from focus

Z Zhang, F Liu, Z Zhou, Y He, H Fang - Plant Methods, 2021 - Springer
Background Surface roughness has a significant effect on leaf wettability. Consequently, it
influences the efficiency and effectiveness of pesticide application. Therefore, roughness …

Color texture classification using shortest paths in graphs

JJMS Junior, PC Cortez… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Color textures are among the most important visual attributes in image analysis. This paper
presents a novel method to analyze color textures by modeling a color image as a graph in …

Review of texture descriptors for texture classification

P Simon, V Uma - … Engineering and Intelligent Computing: Proceedings of …, 2018 - Springer
Texture classification is a process of distinguishing or classifying different textures into
separate classes. Finding an efficient texture descriptor is a vital step for performing accurate …

Texture analysis and classification using shortest paths in graphs

JJMS Junior, AR Backes, PC Cortez - Pattern Recognition Letters, 2013 - Elsevier
Texture is a very important attribute in the field of computer vision. This work proposes a
novel texture analysis method which is based on graph theory. Basically, we convert the …

LBP maps for improving fractal based texture classification

AR Backes, JJMS Junior - Neurocomputing, 2017 - Elsevier
This paper presents an innovative manner of obtaining discriminative texture signatures by
using the LBP approach to extract additional sources of information from an input image and …

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 …

Color texture classification based on gravitational collapse

JJMS Junior, AR Backes, PC Cortez - Pattern Recognition, 2013 - Elsevier
Texture and color are essential attributes to be analyzed for any robust computer vision
system. This paper presents a novel method to analyze color-texture images, based on …

Upper and lower volumetric fractal descriptors for texture classification

AR Backes - Pattern Recognition Letters, 2017 - Elsevier
In this work, we propose a novel set of fractal descriptors extracted from gray-level texture
images using Bouligand–Minkowski method. To accomplish that, we first convert the texture …