Underwater Image Enhancement Using Particle Swarm Optimization-Reference-Cited by-同舟云学术

Underwater Image Enhancement Using Particle Swarm Optimization

Published:2015-03-01 Issue:1 Volume:24 Page:99-115
ISSN:2191-026X
Container-title:Journal of Intelligent Systems
language:
Short-container-title:

Author:

AbuNaser Amal¹,Doush Iyad Abu²,Mansour Nahed¹,Alshattnawi Sawsan¹

Affiliation:

1. 1Computer Science Department, Yarmouk University, Irbid, Jordan

2. 2Department of Computer Sciences, College of Information Technology and Computer Sciences, Yarmouk University, 21163 Irbid, Jordan

Abstract

AbstractThis article introduces a framework for enhancing underwater images using the particle swarm optimization algorithm. A pre-processing step is introduced to reduce the absorbing and scattering effects of water before applying a filter based on this algorithm to enhance the image. The quality of enhanced images is quantitatively assessed by applying the framework on a dataset of underwater images. The obtained results show a considerable improvement.

Publisher

Walter de Gruyter GmbH

Subject

Artificial Intelligence,Information Systems,Software

Link

https://www.degruyter.com/document/doi/10.1515/jisys-2014-0012/pdf

Reference76 articles.

1. Analysis and optimization with the Kullback Leibler divergence for misfire detection using estimated torque Technical Report Department of Electrical Linköpings;Eriksson;Engineering,2013

2. Analysis and optimization with the Kullback Leibler divergence for misfire detection using estimated torque Technical Report Department of Electrical Linköpings;Eriksson;Engineering,2013

3. Underwater image enhancement using an integrated colour model;Iqbal;Int J Comput Sci,2007

4. Modelling image complexity by independent component analysis with application to content - based image retrieval in eds in pp Verlag vol;Perkio;Lecture Notes Computer Science,2009

5. The particle swarm optimization algorithm : convergence analysis and parameter selection;Trelea;Inform Process Lett,2003

Cited by 24 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Underwater Image Dehazing via Red-Channel Recovery;2023 31st European Signal Processing Conference (EUSIPCO);2023-09-04

2. Method for detecting surface defects of underwater buildings: Binocular vision based on sinusoidal grating fringe assistance;Alexandria Engineering Journal;2023-09

3. LPS-Net: Lightweight Parallel Strategy Network for Underwater Image Enhancement;Applied Sciences;2023-08-19

4. Joint polarization detection and degradation mechanisms for underwater image enhancement;Applied Optics;2023-08-14

5. Underwater image clarifying based on human visual colour constancy using double‐opponency;CAAI Transactions on Intelligence Technology;2023-07-12