Color texture analysis based on fractal descriptors

AR Backes, D Casanova, OM Bruno - Pattern Recognition, 2012 - Elsevier
Color texture classification is an important step in image segmentation and recognition. The
color information is especially important in textures of natural scenes, such as leaves …

Influence of normalization and color space to color texture classification

E Cernadas, M Fernandez-Delgado… - Pattern Recognition, 2017 - Elsevier
Color texture classification has recently attracted significant attention due to its multiple
applications. The color texture images depend on the texture surface and its albedo, the …

Computer vision based quality control for additive manufacturing parts

R Nascimento, I Martins, TA Dutra, L Moreira - The International Journal of …, 2023 - Springer
This work presents a novel methodology for the quality assessment of material extrusion
parts through AI-based Computer Vision. To this end, different techniques are integrated …

Comparative evaluation of hand-crafted image descriptors vs. off-the-shelf CNN-based features for colour texture classification under ideal and realistic conditions

R Bello-Cerezo, F Bianconi, F Di Maria, P Napoletano… - Applied Sciences, 2019 - mdpi.com
Convolutional Neural Networks (CNN) have brought spectacular improvements in several
fields of machine vision including object, scene and face recognition. Nonetheless, the …

[PDF][PDF] A comparative study of content based image retrieval trends and approaches

S Tunga, D Jayadevappa, C Gururaj - International Journal of Image …, 2015 - Citeseer
Abstract Content Based Image Retrieval (CBIR) is an important step in addressing image
storage and management problems. Latest image technology improvements along with the …

Measurement of gem colour using a computer vision system: A case study with jadeite-jade

S Zhang, Y Guo - Minerals, 2021 - mdpi.com
This paper introduces computer vision systems (CVSs), which provides a new method to
measure gem colour, and compares CVS and colourimeter (CM) measurements of jadeite …

Performance analysis of colour descriptors for parquet sorting

F Bianconi, A Fernández, E González… - Expert systems with …, 2013 - Elsevier
In this paper we consider the problem of colour-based sorting hardwood parquet slabs into
lots of similar visual appearance. As a basis for the development of an expert system to …

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 …

Multilayer complex network descriptors for color–texture characterization

LFS Scabini, RHM Condori, WN Gonçalves… - Information Sciences, 2019 - Elsevier
A new method based on complex networks is proposed for color–texture analysis. The
proposal consists of modeling the image as a multilayer complex network where each color …

LBP histogram selection for supervised color texture classification

A Porebski, N Vandenbroucke… - 2013 IEEE International …, 2013 - ieeexplore.ieee.org
In this paper, we propose a Local Binary Pattern (LBP) histogram selection approach. It
consists in assigning to each histogram a score which measures its efficiency to characterize …