Single-Pixel Color Imaging Method with a Compressive Sensing Measurement Matrix
文献类型：期刊论文
| 作者 | Jia T(贾同); Wang J(王骥); Xu, Dong; Chen, Dongyue |
| 刊名 | APPLIED SCIENCES-BASEL
 |
| 出版日期 | 2018 |
| 卷号 | 8期号:8页码:1-13 |
| 关键词 | single imaging system compressive sensing measurement matrix |
| ISSN号 | 2076-3417 |
| 产权排序 | 2 |
| 英文摘要 | 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. |
| WOS关键词 | SIGNAL RECOVERY ; RECONSTRUCTION |
| 资助项目 | National Natural Science Foundation of China[U1613214] ; Shenyang City Science and Technology Plan[F16-2051-04] ; 111 Project[B16009] |
| WOS研究方向 | Chemistry ; Materials Science ; Physics |
| 语种 | 英语 |
| WOS记录号 | WOS:000442864900083 |
| 资助机构 | National Natural Science Foundation of China ; Shenyang City Science and Technology Plan ; 111 Project |
| 源URL | [http://ir.sia.cn/handle/173321/22781]  |
| 专题 | 沈阳自动化研究所_装备制造技术研究室 |
| 通讯作者 | Jia T(贾同) |
| 作者单位 | 1.Shenyang Institute of Automation Chinese Academy of Science, No.114, NanTa Street, ShenHe District, Shenyang 110016, China 2.College of Information Science and Engineering, Northeastern University, No.3-11,WenHua Road, Heping District, Shenyang 110819, China |
| 推荐引用方式 GB/T 7714 | Jia T,Wang J,Xu, Dong,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,Wang J,Xu, Dong,&Chen, Dongyue.(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. |
入库方式： OAI收割
来源：沈阳自动化研究所
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