Compressive Super-Resolution Imaging Based on Scrambled Block Hadamard Ensemble
Recent advances in the field of compressive sensing indicate that it is possible to robustly reconstruct images from judicious compressive samples. In this paper, we propose a novel model to achieve compressive super-resolution imaging based on an optical realization of scrambled block Hadamard ense...
Saved in:
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2016-01-01
|
| Series: | IEEE Photonics Journal |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/7433388/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1849709641665085440 |
|---|---|
| author | Yicheng Sun Xiubao Sui Guohua Gu Yuan Liu Shuangshuang Xu |
| author_facet | Yicheng Sun Xiubao Sui Guohua Gu Yuan Liu Shuangshuang Xu |
| author_sort | Yicheng Sun |
| collection | DOAJ |
| description | Recent advances in the field of compressive sensing indicate that it is possible to robustly reconstruct images from judicious compressive samples. In this paper, we propose a novel model to achieve compressive super-resolution imaging based on an optical realization of scrambled block Hadamard ensemble sensing operation. We further demonstrate that the proposed model can achieve a four-time higher spatial resolution imaging with a small number of measurements in a single-shot acquisition process. |
| format | Article |
| id | doaj-art-9d7d1f85e1094653bb115d58a4e57780 |
| institution | DOAJ |
| issn | 1943-0655 |
| language | English |
| publishDate | 2016-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Photonics Journal |
| spelling | doaj-art-9d7d1f85e1094653bb115d58a4e577802025-08-20T03:15:13ZengIEEEIEEE Photonics Journal1943-06552016-01-01821810.1109/JPHOT.2016.25418587433388Compressive Super-Resolution Imaging Based on Scrambled Block Hadamard EnsembleYicheng Sun0Xiubao Sui1Guohua Gu2Yuan Liu3Shuangshuang Xu4Sch. of Electron. & Opt. Eng., Nanjing Univ. of Sci. & Technol., Nanjing, ChinaSch. of Electron. & Opt. Eng., Nanjing Univ. of Sci. & Technol., Nanjing, ChinaSch. of Electron. & Opt. Eng., Nanjing Univ. of Sci. & Technol., Nanjing, ChinaSch. of Electron. & Opt. Eng., Nanjing Univ. of Sci. & Technol., Nanjing, ChinaDesign Integration Sect., Nanjing CEC PANDA LCD Technol. Co., Ltd., Nanjing, ChinaRecent advances in the field of compressive sensing indicate that it is possible to robustly reconstruct images from judicious compressive samples. In this paper, we propose a novel model to achieve compressive super-resolution imaging based on an optical realization of scrambled block Hadamard ensemble sensing operation. We further demonstrate that the proposed model can achieve a four-time higher spatial resolution imaging with a small number of measurements in a single-shot acquisition process.https://ieeexplore.ieee.org/document/7433388/Super-resolutionCompressive sensing |
| spellingShingle | Yicheng Sun Xiubao Sui Guohua Gu Yuan Liu Shuangshuang Xu Compressive Super-Resolution Imaging Based on Scrambled Block Hadamard Ensemble IEEE Photonics Journal Super-resolution Compressive sensing |
| title | Compressive Super-Resolution Imaging Based on Scrambled Block Hadamard Ensemble |
| title_full | Compressive Super-Resolution Imaging Based on Scrambled Block Hadamard Ensemble |
| title_fullStr | Compressive Super-Resolution Imaging Based on Scrambled Block Hadamard Ensemble |
| title_full_unstemmed | Compressive Super-Resolution Imaging Based on Scrambled Block Hadamard Ensemble |
| title_short | Compressive Super-Resolution Imaging Based on Scrambled Block Hadamard Ensemble |
| title_sort | compressive super resolution imaging based on scrambled block hadamard ensemble |
| topic | Super-resolution Compressive sensing |
| url | https://ieeexplore.ieee.org/document/7433388/ |
| work_keys_str_mv | AT yichengsun compressivesuperresolutionimagingbasedonscrambledblockhadamardensemble AT xiubaosui compressivesuperresolutionimagingbasedonscrambledblockhadamardensemble AT guohuagu compressivesuperresolutionimagingbasedonscrambledblockhadamardensemble AT yuanliu compressivesuperresolutionimagingbasedonscrambledblockhadamardensemble AT shuangshuangxu compressivesuperresolutionimagingbasedonscrambledblockhadamardensemble |