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The study of key technology on spectral reflectance reconstruction based on the algorithm of adaptive compressive sensing
Zhang Leihong; Liang Dong; Li Bei; Kang Yi; Pan Zilan; Zhang Dawei; Ma Xiuhua; zlh12345_2004@sina.com.cn
2016
发表期刊Laser Phys.
卷号26期号:4
摘要In order to improve the reconstruction accuracy and reduce the workload, the algorithm of compressive sensing based on the iterative threshold is combined with the method of adaptive selection of the training sample, and a new algorithm of adaptive compressive sensing is put forward. The three kinds of training sample are used to reconstruct the spectral reflectance of the testing sample based on the compressive sensing algorithm and adaptive compressive sensing algorithm, and the color difference and error are compared. The experiment results show that spectral reconstruction precision based on the adaptive compressive sensing algorithm is better than that based on the algorithm of compressive sensing.
文章类型Article
部门归属空间
DOI10.1088/1054-660X/26/4/045201
资助者National Natural Science Foundation of China [61405115]; Natural Science Foundation of Shanghai [14ZR1428400]; Shanghai Municipal Education Commission [14YZ099] ; National Natural Science Foundation of China [61405115]; Natural Science Foundation of Shanghai [14ZR1428400]; Shanghai Municipal Education Commission [14YZ099] ; National Natural Science Foundation of China [61405115]; Natural Science Foundation of Shanghai [14ZR1428400]; Shanghai Municipal Education Commission [14YZ099] ; National Natural Science Foundation of China [61405115]; Natural Science Foundation of Shanghai [14ZR1428400]; Shanghai Municipal Education Commission [14YZ099]
收录类别SCI
资助者National Natural Science Foundation of China [61405115]; Natural Science Foundation of Shanghai [14ZR1428400]; Shanghai Municipal Education Commission [14YZ099] ; National Natural Science Foundation of China [61405115]; Natural Science Foundation of Shanghai [14ZR1428400]; Shanghai Municipal Education Commission [14YZ099] ; National Natural Science Foundation of China [61405115]; Natural Science Foundation of Shanghai [14ZR1428400]; Shanghai Municipal Education Commission [14YZ099] ; National Natural Science Foundation of China [61405115]; Natural Science Foundation of Shanghai [14ZR1428400]; Shanghai Municipal Education Commission [14YZ099]
WOS记录号WOS:000375157900007
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被引频次:3[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.siom.ac.cn/handle/181231/28438
专题空间激光信息技术研究中心
通讯作者zlh12345_2004@sina.com.cn
作者单位中国科学院上海光学精密机械研究所
推荐引用方式
GB/T 7714
Zhang Leihong,Liang Dong,Li Bei,et al. The study of key technology on spectral reflectance reconstruction based on the algorithm of adaptive compressive sensing[J]. Laser Phys.,2016,26(4).
APA Zhang Leihong.,Liang Dong.,Li Bei.,Kang Yi.,Pan Zilan.,...&zlh12345_2004@sina.com.cn.(2016).The study of key technology on spectral reflectance reconstruction based on the algorithm of adaptive compressive sensing.Laser Phys.,26(4).
MLA Zhang Leihong,et al."The study of key technology on spectral reflectance reconstruction based on the algorithm of adaptive compressive sensing".Laser Phys. 26.4(2016).
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