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...
Saved in:
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2014-01-01
|
| Series: | The Scientific World Journal |
| Online Access: | http://dx.doi.org/10.1155/2014/601506 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832548522580246528 |
|---|---|
| author | Jin-Yu Zhang Xiang-Bing Meng Wei Xu Wei Zhang Yong Zhang |
| author_facet | Jin-Yu Zhang Xiang-Bing Meng Wei Xu Wei Zhang Yong Zhang |
| author_sort | Jin-Yu Zhang |
| collection | DOAJ |
| 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 | Article |
| id | doaj-art-14a2acf793264100bb8832b360918517 |
| institution | Kabale University |
| issn | 2356-6140 1537-744X |
| language | English |
| publishDate | 2014-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | The Scientific World Journal |
| spelling | doaj-art-14a2acf793264100bb8832b3609185172025-02-03T06:13:42ZengWileyThe Scientific World Journal2356-61401537-744X2014-01-01201410.1155/2014/601506601506Research on the Compression Algorithm of the Infrared Thermal Image Sequence Based on Differential Evolution and Double Exponential Decay ModelJin-Yu Zhang0Xiang-Bing Meng1Wei Xu2Wei Zhang3Yong Zhang4Xi’an Research Institute of High-Tech, 2 Tongxin Road, Xi’an, Shaanxi 710025, ChinaXi’an Research Institute of High-Tech, 2 Tongxin Road, Xi’an, Shaanxi 710025, ChinaKeppel Offshore & Marine Technology Centre Pte Ltd, 31 Shipyard Road, 628130, SingaporeXi’an Research Institute of High-Tech, 2 Tongxin Road, Xi’an, Shaanxi 710025, ChinaXi’an Research Institute of High-Tech, 2 Tongxin Road, Xi’an, Shaanxi 710025, ChinaThis 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.http://dx.doi.org/10.1155/2014/601506 |
| spellingShingle | Jin-Yu Zhang Xiang-Bing Meng Wei Xu Wei Zhang Yong Zhang Research on the Compression Algorithm of the Infrared Thermal Image Sequence Based on Differential Evolution and Double Exponential Decay Model The Scientific World Journal |
| 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 |
| url | http://dx.doi.org/10.1155/2014/601506 |
| work_keys_str_mv | AT jinyuzhang researchonthecompressionalgorithmoftheinfraredthermalimagesequencebasedondifferentialevolutionanddoubleexponentialdecaymodel AT xiangbingmeng researchonthecompressionalgorithmoftheinfraredthermalimagesequencebasedondifferentialevolutionanddoubleexponentialdecaymodel AT weixu researchonthecompressionalgorithmoftheinfraredthermalimagesequencebasedondifferentialevolutionanddoubleexponentialdecaymodel AT weizhang researchonthecompressionalgorithmoftheinfraredthermalimagesequencebasedondifferentialevolutionanddoubleexponentialdecaymodel AT yongzhang researchonthecompressionalgorithmoftheinfraredthermalimagesequencebasedondifferentialevolutionanddoubleexponentialdecaymodel |