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Research on the Compression Algorithm of the Infrared Thermal Image Sequence Based on Differential Evolution and Double Exponential Decay Model
This paper has proposed a new thermal wave image sequence compression algorithm by combining double exponential decay fitting model and differential evolution algorithm. This study benchmarked fitting compression results and precision of the proposed method was benchmarked to that of the traditional...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3947782/ https://www.ncbi.nlm.nih.gov/pubmed/24696649 http://dx.doi.org/10.1155/2014/601506 |
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author | Zhang, Jin-Yu Meng, Xiang-Bing Xu, Wei Zhang, Wei Zhang, Yong |
author_facet | Zhang, Jin-Yu Meng, Xiang-Bing Xu, Wei Zhang, Wei Zhang, Yong |
author_sort | Zhang, Jin-Yu |
collection | PubMed |
description | This paper has proposed a new thermal wave image sequence compression algorithm by combining double exponential decay fitting model and differential evolution algorithm. This study benchmarked fitting compression results and precision of the proposed method was benchmarked to that of the traditional methods via experiment; it investigated the fitting compression performance under the long time series and improved model and validated the algorithm by practical thermal image sequence compression and reconstruction. The results show that the proposed algorithm is a fast and highly precise infrared image data processing method. |
format | Online Article Text |
id | pubmed-3947782 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-39477822014-04-02 Research on the Compression Algorithm of the Infrared Thermal Image Sequence Based on Differential Evolution and Double Exponential Decay Model Zhang, Jin-Yu Meng, Xiang-Bing Xu, Wei Zhang, Wei Zhang, Yong ScientificWorldJournal Research Article This paper has proposed a new thermal wave image sequence compression algorithm by combining double exponential decay fitting model and differential evolution algorithm. This study benchmarked fitting compression results and precision of the proposed method was benchmarked to that of the traditional methods via experiment; it investigated the fitting compression performance under the long time series and improved model and validated the algorithm by practical thermal image sequence compression and reconstruction. The results show that the proposed algorithm is a fast and highly precise infrared image data processing method. Hindawi Publishing Corporation 2014-02-13 /pmc/articles/PMC3947782/ /pubmed/24696649 http://dx.doi.org/10.1155/2014/601506 Text en Copyright © 2014 Jin-Yu Zhang et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Zhang, Jin-Yu Meng, Xiang-Bing Xu, Wei Zhang, Wei Zhang, Yong Research on the Compression Algorithm of the Infrared Thermal Image Sequence Based on Differential Evolution and Double Exponential Decay Model |
title | Research on the Compression Algorithm of the Infrared Thermal Image Sequence Based on Differential Evolution and Double Exponential Decay Model |
title_full | Research on the Compression Algorithm of the Infrared Thermal Image Sequence Based on Differential Evolution and Double Exponential Decay Model |
title_fullStr | Research on the Compression Algorithm of the Infrared Thermal Image Sequence Based on Differential Evolution and Double Exponential Decay Model |
title_full_unstemmed | Research on the Compression Algorithm of the Infrared Thermal Image Sequence Based on Differential Evolution and Double Exponential Decay Model |
title_short | Research on the Compression Algorithm of the Infrared Thermal Image Sequence Based on Differential Evolution and Double Exponential Decay Model |
title_sort | research on the compression algorithm of the infrared thermal image sequence based on differential evolution and double exponential decay model |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3947782/ https://www.ncbi.nlm.nih.gov/pubmed/24696649 http://dx.doi.org/10.1155/2014/601506 |
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