Intelligent fusion method of infrared polarization image based on fireworks algorithm
文献类型：期刊论文
| 作者 | Chen Wei1,2,3; Sun Xiao-Bing1,3 ; Qiao Yan-Li1,3; Chen Fei-Nan1,3; Yin Yu-Long1
|
| 刊名 | JOURNAL OF INFRARED AND MILLIMETER WAVES
 |
| 出版日期 | 2020-08-01 |
| 卷号 | 39 |
| 关键词 | fireworks algorithm swarm intelligence infrared polarization image intelligent fusion weighted averaging method |
| ISSN号 | 1001-9014 |
| DOI | 10.11972/j.issn.1001-9014.2020.04.017 |
| 通讯作者 | Sun Xiao-Bing(xbsun@aiofm.ac.cn) |
| 英文摘要 | Aiming at the fusion of infrared intensity-polarization image, an intelligent fusion method based on spatially weighted averaging method optimized by fireworks algorithm is proposed. Based on the optimization model, the boundary conditions of fireworks algorithm are determined. The fitness function based on comprehensive relative-entropy is established by introducing the weight of relative-entropy. Finally, the fusion experiments on three groups of infrared image "ground" "truck" and "car" are carried out with six typical traditional fusion methods. and the fusion results are evaluated objectively and compared with the visual effects. The experimental results show that the proposed method can effectively achieve the fusion of infrared intensity map and polarization map, and retain the infrared intensity and polarization characteristics. Combining the visual effect and objective evaluation results, the method in this paper is superior to the comparison algorithm in relative-entropy, similarity of summary structure and total mutual information index. |
| WOS关键词 | PERFORMANCE |
| 资助项目 | [30-Y20A010-9007-17/18] ; [2016YFE0201400] |
| WOS研究方向 | Optics |
| 语种 | 英语 |
| WOS记录号 | WOS:000562552700017 |
| 出版者 | SCIENCE PRESS |
| 源URL | [http://ir.hfcas.ac.cn:8080/handle/334002/92825]  |
| 专题 | 中国科学院合肥物质科学研究院 |
| 通讯作者 | Sun Xiao-Bing |
| 作者单位 | 1.Chinese Acad Sci, Anhui Inst Opt & Fine Mech, Hefei 230031, Peoples R China 2.Univ Sci & Technol China, Hefei 230026, Peoples R China 3.Chinese Acad Sci, Key Lab Opt Calibrat & Characterizat, Hefei 230031, Peoples R China |
| 推荐引用方式 GB/T 7714 | Chen Wei,Sun Xiao-Bing,Qiao Yan-Li,et al. Intelligent fusion method of infrared polarization image based on fireworks algorithm[J]. JOURNAL OF INFRARED AND MILLIMETER WAVES,2020,39. |
| APA | Chen Wei,Sun Xiao-Bing,Qiao Yan-Li,Chen Fei-Nan,&Yin Yu-Long.(2020).Intelligent fusion method of infrared polarization image based on fireworks algorithm.JOURNAL OF INFRARED AND MILLIMETER WAVES,39. |
| MLA | Chen Wei,et al."Intelligent fusion method of infrared polarization image based on fireworks algorithm".JOURNAL OF INFRARED AND MILLIMETER WAVES 39(2020). |
入库方式： OAI收割
来源：合肥物质科学研究院
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