| Single-Pixel Color Imaging Method with a Compressive Sensing Measurement Matrix | |
| Jia T(贾同); Chen, Dongyue; Wang J(王骥); Xu, Dong | |
| Department | 装备制造技术研究室 |
| Source Publication | APPLIED SCIENCES-BASEL
 |
| ISSN | 2076-3417 |
| 2018 | |
| Volume | 8Issue:8Pages:1-13 |
| Indexed By | SCI |
| WOS ID | WOS:000442864900083 |
| Contribution Rank | 2 |
| Funding Organization | National Natural Science Foundation of China ; Shenyang City Science and Technology Plan ; 111 Project |
| Keyword | single imaging system compressive sensing measurement matrix |
| Abstract | 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. |
| Language | 英语 |
| WOS Subject | Chemistry, Multidisciplinary ; Materials Science, Multidisciplinary ; Physics, Applied |
| WOS Keyword | SIGNAL RECOVERY ; RECONSTRUCTION |
| WOS Research Area | Chemistry ; Materials Science ; Physics |
| Funding Project | National Natural Science Foundation of China[U1613214] ; Shenyang City Science and Technology Plan[F16-2051-04] ; 111 Project[B16009] |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.sia.cn/handle/173321/22781 |
| Collection | 智能产线与系统研究室 |
| Corresponding Author | Jia T(贾同) |
| Affiliation | 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 |
| Recommended Citation 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. |
| Files in This Item: | ||||||
| File Name/Size | DocType | Version | Access | License | ||
| Single-Pixel Color I（1839KB） | 期刊论文 | 出版稿 | 开放获取 | CC BY-NC-SA | View Application Full Text | |
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