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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
Department装备制造技术研究室
Source PublicationAPPLIED SCIENCES-BASEL
ISSN2076-3417
2018
Volume8Issue:8Pages:1-13
Indexed BySCI
WOS IDWOS:000442864900083
Contribution Rank2
Funding OrganizationNational Natural Science Foundation of China ; Shenyang City Science and Technology Plan ; 111 Project
Keywordsingle imaging system compressive sensing measurement matrix
AbstractCompressive 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 SubjectChemistry, Multidisciplinary ; Materials Science, Multidisciplinary ; Physics, Applied
WOS KeywordSIGNAL RECOVERY ; RECONSTRUCTION
WOS Research AreaChemistry ; Materials Science ; Physics
Funding ProjectNational 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
Identifierhttp://ir.sia.cn/handle/173321/22781
Collection智能产线与系统研究室
Corresponding AuthorJia T(贾同)
Affiliation1.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.
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