Automated Optical Flow Based Registration for Adaptive Optics Scanning Laser Ophthalmoscope
This study presents an automated registration method based on optical flow for an adaptive optics scanning laser ophthalmoscope. The method was designed to align and average images to obtain a higher signal-to-noise ratio image. A correlation based optical flow image registration method, which has l...
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/8946720/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1849415861553594368 |
|---|---|
| author | Yiwei Chen Yi He Jing Wang Wanyue Li Lina Xing Feng Gao Guohua Shi |
| author_facet | Yiwei Chen Yi He Jing Wang Wanyue Li Lina Xing Feng Gao Guohua Shi |
| author_sort | Yiwei Chen |
| collection | DOAJ |
| description | This study presents an automated registration method based on optical flow for an adaptive optics scanning laser ophthalmoscope. The method was designed to align and average images to obtain a higher signal-to-noise ratio image. A correlation based optical flow image registration method, which has large registration degrees of freedom, is adopted as a local registration method. By comparing the images before and after image registration, we show the effectiveness of our method. Furthermore, the advantage of our method, which is the containment of large registration degrees of freedom, is confirmed. |
| format | Article |
| id | doaj-art-d757b2930f834e87aba2aa695865dd7d |
| institution | Kabale University |
| issn | 1943-0655 |
| language | English |
| publishDate | 2020-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Photonics Journal |
| spelling | doaj-art-d757b2930f834e87aba2aa695865dd7d2025-08-20T03:33:21ZengIEEEIEEE Photonics Journal1943-06552020-01-011221910.1109/JPHOT.2019.29630588946720Automated Optical Flow Based Registration for Adaptive Optics Scanning Laser OphthalmoscopeYiwei Chen0https://orcid.org/0000-0002-3638-2309Yi He1https://orcid.org/0000-0003-0114-6143Jing Wang2Wanyue Li3https://orcid.org/0000-0002-5468-6912Lina Xing4Feng Gao5Guohua Shi6https://orcid.org/0000-0002-6836-1617Jiangsu Key Laboratory of Medical Optics, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou, ChinaJiangsu Key Laboratory of Medical Optics, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou, ChinaJiangsu Key Laboratory of Medical Optics, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou, ChinaJiangsu Key Laboratory of Medical Optics, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou, ChinaJiangsu Key Laboratory of Medical Optics, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou, ChinaJiangsu Key Laboratory of Medical Optics, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou, ChinaJiangsu Key Laboratory of Medical Optics, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou, ChinaThis study presents an automated registration method based on optical flow for an adaptive optics scanning laser ophthalmoscope. The method was designed to align and average images to obtain a higher signal-to-noise ratio image. A correlation based optical flow image registration method, which has large registration degrees of freedom, is adopted as a local registration method. By comparing the images before and after image registration, we show the effectiveness of our method. Furthermore, the advantage of our method, which is the containment of large registration degrees of freedom, is confirmed.https://ieeexplore.ieee.org/document/8946720/Image processingactive or adaptive opticsimaging systemsophthalmologyretinal imagesoptical flow |
| spellingShingle | Yiwei Chen Yi He Jing Wang Wanyue Li Lina Xing Feng Gao Guohua Shi Automated Optical Flow Based Registration for Adaptive Optics Scanning Laser Ophthalmoscope IEEE Photonics Journal Image processing active or adaptive optics imaging systems ophthalmology retinal images optical flow |
| title | Automated Optical Flow Based Registration for Adaptive Optics Scanning Laser Ophthalmoscope |
| title_full | Automated Optical Flow Based Registration for Adaptive Optics Scanning Laser Ophthalmoscope |
| title_fullStr | Automated Optical Flow Based Registration for Adaptive Optics Scanning Laser Ophthalmoscope |
| title_full_unstemmed | Automated Optical Flow Based Registration for Adaptive Optics Scanning Laser Ophthalmoscope |
| title_short | Automated Optical Flow Based Registration for Adaptive Optics Scanning Laser Ophthalmoscope |
| title_sort | automated optical flow based registration for adaptive optics scanning laser ophthalmoscope |
| topic | Image processing active or adaptive optics imaging systems ophthalmology retinal images optical flow |
| url | https://ieeexplore.ieee.org/document/8946720/ |
| work_keys_str_mv | AT yiweichen automatedopticalflowbasedregistrationforadaptiveopticsscanninglaserophthalmoscope AT yihe automatedopticalflowbasedregistrationforadaptiveopticsscanninglaserophthalmoscope AT jingwang automatedopticalflowbasedregistrationforadaptiveopticsscanninglaserophthalmoscope AT wanyueli automatedopticalflowbasedregistrationforadaptiveopticsscanninglaserophthalmoscope AT linaxing automatedopticalflowbasedregistrationforadaptiveopticsscanninglaserophthalmoscope AT fenggao automatedopticalflowbasedregistrationforadaptiveopticsscanninglaserophthalmoscope AT guohuashi automatedopticalflowbasedregistrationforadaptiveopticsscanninglaserophthalmoscope |