Transmission Matrix Based Image Super-Resolution Reconstruction Through Scattering Media
Measuring optical transmission matrix has enabled image detection through scattering media, however its retrieved resolution is severely limited by the number of measurements. In this paper, we introduce super resolution reconstruction into transmission matrix based imaging scheme, to some extent by...
Saved in:
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2020-01-01
|
| Series: | IEEE Photonics Journal |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/9072515/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1849706832857137152 |
|---|---|
| author | Shenghang Zhou Xiubao Sui Yingzi Hua Qian Chen Guohua Gu Hongyang Bai |
| author_facet | Shenghang Zhou Xiubao Sui Yingzi Hua Qian Chen Guohua Gu Hongyang Bai |
| author_sort | Shenghang Zhou |
| collection | DOAJ |
| description | Measuring optical transmission matrix has enabled image detection through scattering media, however its retrieved resolution is severely limited by the number of measurements. In this paper, we introduce super resolution reconstruction into transmission matrix based imaging scheme, to some extent bypassed this limitation. We demonstrate all detailed information of high-resolution subpixel shifting target are preserved in its corresponding speckle signals. And through phase conjugate reconstruction one can get target's low-resolution projection images with accuracy. The final high-resolution image is achieved by subpixel registration and bilinear interpolation operations. The feasibility of the proposed method is theoretically analyzed and proved by laboratory experiments. |
| format | Article |
| id | doaj-art-9422cb77ecc6428dabd5d0b3ffd1bbce |
| institution | DOAJ |
| issn | 1943-0655 |
| language | English |
| publishDate | 2020-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Photonics Journal |
| spelling | doaj-art-9422cb77ecc6428dabd5d0b3ffd1bbce2025-08-20T03:16:05ZengIEEEIEEE Photonics Journal1943-06552020-01-0112311110.1109/JPHOT.2020.29884059072515Transmission Matrix Based Image Super-Resolution Reconstruction Through Scattering MediaShenghang Zhou0https://orcid.org/0000-0001-5335-9226Xiubao Sui1https://orcid.org/0000-0003-0464-464XYingzi Hua2https://orcid.org/0000-0002-0030-6347Qian Chen3Guohua Gu4Hongyang Bai5Engineering and Optoelectronic Technology, School of Electronic, Nanjing University of Science and Technology, Nanjing, ChinaEngineering and Optoelectronic Technology, School of Electronic, Nanjing University of Science and Technology, Nanjing, ChinaEngineering and Optoelectronic Technology, School of Electronic, Nanjing University of Science and Technology, Nanjing, ChinaEngineering and Optoelectronic Technology, School of Electronic, Nanjing University of Science and Technology, Nanjing, ChinaEngineering and Optoelectronic Technology, School of Electronic, Nanjing University of Science and Technology, Nanjing, ChinaSchool of Energy and Power Engineering, Nanjing University of Science and Technology, Nanjing, ChinaMeasuring optical transmission matrix has enabled image detection through scattering media, however its retrieved resolution is severely limited by the number of measurements. In this paper, we introduce super resolution reconstruction into transmission matrix based imaging scheme, to some extent bypassed this limitation. We demonstrate all detailed information of high-resolution subpixel shifting target are preserved in its corresponding speckle signals. And through phase conjugate reconstruction one can get target's low-resolution projection images with accuracy. The final high-resolution image is achieved by subpixel registration and bilinear interpolation operations. The feasibility of the proposed method is theoretically analyzed and proved by laboratory experiments.https://ieeexplore.ieee.org/document/9072515/Scattering mediumsuper-resolution imagingtransmission matrix |
| spellingShingle | Shenghang Zhou Xiubao Sui Yingzi Hua Qian Chen Guohua Gu Hongyang Bai Transmission Matrix Based Image Super-Resolution Reconstruction Through Scattering Media IEEE Photonics Journal Scattering medium super-resolution imaging transmission matrix |
| title | Transmission Matrix Based Image Super-Resolution Reconstruction Through Scattering Media |
| title_full | Transmission Matrix Based Image Super-Resolution Reconstruction Through Scattering Media |
| title_fullStr | Transmission Matrix Based Image Super-Resolution Reconstruction Through Scattering Media |
| title_full_unstemmed | Transmission Matrix Based Image Super-Resolution Reconstruction Through Scattering Media |
| title_short | Transmission Matrix Based Image Super-Resolution Reconstruction Through Scattering Media |
| title_sort | transmission matrix based image super resolution reconstruction through scattering media |
| topic | Scattering medium super-resolution imaging transmission matrix |
| url | https://ieeexplore.ieee.org/document/9072515/ |
| work_keys_str_mv | AT shenghangzhou transmissionmatrixbasedimagesuperresolutionreconstructionthroughscatteringmedia AT xiubaosui transmissionmatrixbasedimagesuperresolutionreconstructionthroughscatteringmedia AT yingzihua transmissionmatrixbasedimagesuperresolutionreconstructionthroughscatteringmedia AT qianchen transmissionmatrixbasedimagesuperresolutionreconstructionthroughscatteringmedia AT guohuagu transmissionmatrixbasedimagesuperresolutionreconstructionthroughscatteringmedia AT hongyangbai transmissionmatrixbasedimagesuperresolutionreconstructionthroughscatteringmedia |