THE ALGORITHM OF DETERMINATION OF EYE FUNDUS VESSELS BLOOD FLOW CHARACTERISTICS ON VIDEOSEQUENCE
The method of determination of the dynamic characteristics like the vessel diameter change, the linear and volume blood velocities in the vessels of the eye fundus is considered. Such characteristics allow to determine blood flow changes in the microvasculature affecting the blood flow in the brain,...
Saved in:
| Main Authors: | , , , , , , , |
|---|---|
| Format: | Article |
| Language: | Russian |
| Published: |
National Academy of Sciences of Belarus, the United Institute of Informatics Problems
2018-03-01
|
| Series: | Informatika |
| Subjects: | |
| Online Access: | https://inf.grid.by/jour/article/view/319 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832543233089994752 |
|---|---|
| author | O. V. Nedzvedz S. V. Ablameyko A. M. Nedzved A. V. Glinsky G. M. Karapetyan A. A. Anisimov I. B. Gurevich V. V. Yashina |
| author_facet | O. V. Nedzvedz S. V. Ablameyko A. M. Nedzved A. V. Glinsky G. M. Karapetyan A. A. Anisimov I. B. Gurevich V. V. Yashina |
| author_sort | O. V. Nedzvedz |
| collection | DOAJ |
| description | The method of determination of the dynamic characteristics like the vessel diameter change, the linear and volume blood velocities in the vessels of the eye fundus is considered. Such characteristics allow to determine blood flow changes in the microvasculature affecting the blood flow in the brain, kidneys and coronary vessels. Developed algorithm includes four stages: the video sequence stabilization, the vessels segmentation with the help of a neural network, the determination of the instantaneous velocity in the vessels based on the optical flow and the analysis of the results. |
| format | Article |
| id | doaj-art-aa5ad4acd6b440f7ab6a5237bbd918d7 |
| institution | Kabale University |
| issn | 1816-0301 |
| language | Russian |
| publishDate | 2018-03-01 |
| publisher | National Academy of Sciences of Belarus, the United Institute of Informatics Problems |
| record_format | Article |
| series | Informatika |
| spelling | doaj-art-aa5ad4acd6b440f7ab6a5237bbd918d72025-02-03T11:51:44ZrusNational Academy of Sciences of Belarus, the United Institute of Informatics ProblemsInformatika1816-03012018-03-0115192102301THE ALGORITHM OF DETERMINATION OF EYE FUNDUS VESSELS BLOOD FLOW CHARACTERISTICS ON VIDEOSEQUENCEO. V. Nedzvedz0S. V. Ablameyko1A. M. Nedzved2A. V. Glinsky3G. M. Karapetyan4A. A. Anisimov5I. B. Gurevich6V. V. Yashina7Belarusian State University, Minsk; The United Institute of Informatics Problems of the National Academy of Sciences of Belarus, MinskBelarusian State University, Minsk; The United Institute of Informatics Problems of the National Academy of Sciences of Belarus, MinskBelarusian State University, MinskBelarusian State Medical University MinskBelarusian State Medical University MinskBelarusian State Medical University MinskFederal Research Center "Informatics and Management" of the Russian Academy of Sciences (Dorodnitsyn Computing Center), MoscowFederal Research Center "Informatics and Management" of the Russian Academy of Sciences (Dorodnitsyn Computing Center), MoscowThe method of determination of the dynamic characteristics like the vessel diameter change, the linear and volume blood velocities in the vessels of the eye fundus is considered. Such characteristics allow to determine blood flow changes in the microvasculature affecting the blood flow in the brain, kidneys and coronary vessels. Developed algorithm includes four stages: the video sequence stabilization, the vessels segmentation with the help of a neural network, the determination of the instantaneous velocity in the vessels based on the optical flow and the analysis of the results.https://inf.grid.by/jour/article/view/319image analysisvascular segmentationblood flow velocitydistance mapdynamic characteristics |
| spellingShingle | O. V. Nedzvedz S. V. Ablameyko A. M. Nedzved A. V. Glinsky G. M. Karapetyan A. A. Anisimov I. B. Gurevich V. V. Yashina THE ALGORITHM OF DETERMINATION OF EYE FUNDUS VESSELS BLOOD FLOW CHARACTERISTICS ON VIDEOSEQUENCE Informatika image analysis vascular segmentation blood flow velocity distance map dynamic characteristics |
| title | THE ALGORITHM OF DETERMINATION OF EYE FUNDUS VESSELS BLOOD FLOW CHARACTERISTICS ON VIDEOSEQUENCE |
| title_full | THE ALGORITHM OF DETERMINATION OF EYE FUNDUS VESSELS BLOOD FLOW CHARACTERISTICS ON VIDEOSEQUENCE |
| title_fullStr | THE ALGORITHM OF DETERMINATION OF EYE FUNDUS VESSELS BLOOD FLOW CHARACTERISTICS ON VIDEOSEQUENCE |
| title_full_unstemmed | THE ALGORITHM OF DETERMINATION OF EYE FUNDUS VESSELS BLOOD FLOW CHARACTERISTICS ON VIDEOSEQUENCE |
| title_short | THE ALGORITHM OF DETERMINATION OF EYE FUNDUS VESSELS BLOOD FLOW CHARACTERISTICS ON VIDEOSEQUENCE |
| title_sort | algorithm of determination of eye fundus vessels blood flow characteristics on videosequence |
| topic | image analysis vascular segmentation blood flow velocity distance map dynamic characteristics |
| url | https://inf.grid.by/jour/article/view/319 |
| work_keys_str_mv | AT ovnedzvedz thealgorithmofdeterminationofeyefundusvesselsbloodflowcharacteristicsonvideosequence AT svablameyko thealgorithmofdeterminationofeyefundusvesselsbloodflowcharacteristicsonvideosequence AT amnedzved thealgorithmofdeterminationofeyefundusvesselsbloodflowcharacteristicsonvideosequence AT avglinsky thealgorithmofdeterminationofeyefundusvesselsbloodflowcharacteristicsonvideosequence AT gmkarapetyan thealgorithmofdeterminationofeyefundusvesselsbloodflowcharacteristicsonvideosequence AT aaanisimov thealgorithmofdeterminationofeyefundusvesselsbloodflowcharacteristicsonvideosequence AT ibgurevich thealgorithmofdeterminationofeyefundusvesselsbloodflowcharacteristicsonvideosequence AT vvyashina thealgorithmofdeterminationofeyefundusvesselsbloodflowcharacteristicsonvideosequence AT ovnedzvedz algorithmofdeterminationofeyefundusvesselsbloodflowcharacteristicsonvideosequence AT svablameyko algorithmofdeterminationofeyefundusvesselsbloodflowcharacteristicsonvideosequence AT amnedzved algorithmofdeterminationofeyefundusvesselsbloodflowcharacteristicsonvideosequence AT avglinsky algorithmofdeterminationofeyefundusvesselsbloodflowcharacteristicsonvideosequence AT gmkarapetyan algorithmofdeterminationofeyefundusvesselsbloodflowcharacteristicsonvideosequence AT aaanisimov algorithmofdeterminationofeyefundusvesselsbloodflowcharacteristicsonvideosequence AT ibgurevich algorithmofdeterminationofeyefundusvesselsbloodflowcharacteristicsonvideosequence AT vvyashina algorithmofdeterminationofeyefundusvesselsbloodflowcharacteristicsonvideosequence |