Differential evolution and its applications in image processing problems: a comprehensive review

S Chakraborty, AK Saha, AE Ezugwu… - … Methods in Engineering, 2023 - Springer
Differential evolution (DE) is one of the highly acknowledged population-based optimization
algorithms due to its simplicity, user-friendliness, resilience, and capacity to solve problems …

Infrared thermography‐based diagnostics on power equipment: State‐of‐the‐art

C Xia, M Ren, B Wang, M Dong, G Xu, J Xie… - High …, 2021 - Wiley Online Library
As a non‐contact temperature distribution measurement method, infrared thermography
(IRT) has emerged as an indispensable tool in condition monitoring and fault diagnosis of …

Infrared image enhancement and segmentation for extracting the thermal anomalies in electrical equipment

MS Jadin, S Taib - Elektronika ir Elektrotechnika, 2012 - eejournal.ktu.lt
Thermal anomalies in electrical equipments can be extracted if its infrared image is
segmented properly. However, segmenting the infrared image is a very challenging task due …

[PDF][PDF] Recent Trends and Techniques in Image Enhancement using Differential Evolution-A Survey

R Choudhary, R Gupta - International Journal, 2017 - academia.edu
The Differential Evolution algorithm represents an adaptive search process for solving
engineering and machine learning optimization problems. Performance of this algorithm rely …

Segregating satellite imagery based on soil moisture level using advanced differential evolutionary multilevel segmentation

M Ramadas, A Abraham - 2022 IEEE Congress on …, 2022 - ieeexplore.ieee.org
Soil Moisture aid analysts in study of soil science, agriculture and hydrology. Satellite
imagery for soil moisture estimation is recorded through earth satellites. By segmenting …

RASIT: Region shrinking based Accurate Segmentation of Inflammatory areas from Thermograms

S Bardhan, MK Bhowmik, T Debnath… - Biocybernetics and …, 2018 - Elsevier
Effective segmentation of thermal images reflecting the inflamed region in human body to
assist medical diagnosis is a challenging task. In this paper we propose a method for …

The Fault Diagnosis of Infrared Bushing Images Based on Infrared Thermography

C Wei, Y Liu, Y Bie, S Wang, Y Wu, T Wang… - Proceedings of PURPLE …, 2020 - Springer
The aim of this paper is to diagnose the bushing faults by making use of the infrared images.
Before diagnosing the bushing faults, the preprocessing and segmentation should be …

[PDF][PDF] Differential Evolution Strategy with Chebyshev Chaos Based Mutation

A Sitenda, PC Song, SC Chu, SH Chen - 2024 - bit.kuas.edu.tw
Differential Evolution (DE) is a potent stochastic evolutionary optimization algorithm
garnering increasing research attention. Over the years, it has been found applicable in …

Efficient thermal image segmentation through integration of nonlinear enhancement with unsupervised active contour model

FA Albalooshi, E Krieger, P Sidike… - Optical Pattern …, 2015 - spiedigitallibrary.org
Thermal images are exploited in many areas of pattern recognition applications. Infrared
thermal image segmentation can be used for object detection by extracting regions of …

Finding ROIs in infrared image of electrical installation for qualitative thermal condition evaluation

MS Jadin, KH Ghazali, S Taib… - 2012 IEEE International …, 2012 - ieeexplore.ieee.org
This paper presents a method for automatically finding regions of interest (ROIs) in the
infrared image of electrical installation. These regions are very important in diagnosing the …