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Single-Pixel Color Imaging Method with a Compressive Sensing Measurement Matrix
Jia T(贾同); Chen, Dongyue; Wang J(王骥); Xu, Dong
作者部门装备制造技术研究室
关键词single imaging system compressive sensing measurement matrix
发表期刊APPLIED SCIENCES-BASEL
ISSN2076-3417
2018
卷号8期号:8页码:1-13
收录类别SCI
WOS记录号WOS:000442864900083
产权排序2
资助机构National Natural Science Foundation of China ; Shenyang City Science and Technology Plan ; 111 Project
摘要Compressive sensing theory has addressed the limitations of traditional methods in the field of information technology, and led to a revolution. On the basis of compressive sensing theory research, this study utilized the exterior determinacy and inherent randomness of chaotic sequences, designed a pseudo-random circulant measurement matrix based on chaotic sequence. Compared with other deterministic measurement matrices, the restoration effect of the designed measurement matrix remarkably improved and showed advantages in hardware and storage. Then, this study developed a single-pixel imaging scheme that could accurately obtain color information. The proposed improved measurement matrix combined with the hardware system could accurately reconstruct color images and had good robustness according to various experimental data.
语种英语
WOS类目Chemistry, Multidisciplinary ; Materials Science, Multidisciplinary ; Physics, Applied
关键词[WOS]SIGNAL RECOVERY ; RECONSTRUCTION
WOS研究方向Chemistry ; Materials Science ; Physics
资助项目National Natural Science Foundation of China[U1613214] ; Shenyang City Science and Technology Plan[F16-2051-04] ; 111 Project[B16009]
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文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/22781
专题装备制造技术研究室
通讯作者Jia T(贾同)
作者单位1.College of Information Science and Engineering, Northeastern University, No.3-11,WenHua Road, Heping District, Shenyang 110819, China
2.Shenyang Institute of Automation Chinese Academy of Science, No.114, NanTa Street, ShenHe District, Shenyang 110016, China
推荐引用方式
GB/T 7714
Jia T,Chen, Dongyue,Wang J,et al. Single-Pixel Color Imaging Method with a Compressive Sensing Measurement Matrix[J]. APPLIED SCIENCES-BASEL,2018,8(8):1-13.
APA Jia T,Chen, Dongyue,Wang J,&Xu, Dong.(2018).Single-Pixel Color Imaging Method with a Compressive Sensing Measurement Matrix.APPLIED SCIENCES-BASEL,8(8),1-13.
MLA Jia T,et al."Single-Pixel Color Imaging Method with a Compressive Sensing Measurement Matrix".APPLIED SCIENCES-BASEL 8.8(2018):1-13.
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