Color imaging using a system based on 3 diffractive lenses
The possibility of essentially reducing the weight and production cost of computer vision systems has led to the publication of a large number of research works dealing with the development of new imaging systems based on diffractive optics. This study proposes a new imaging system composed of three...
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| Format: | Article |
| Language: | English |
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Samara National Research University
2023-10-01
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| Series: | Компьютерная оптика |
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| Online Access: | https://www.computeroptics.ru/eng/KO/Annot/KO47-5/470505e.html |
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| author | S. Stepanenko V. Evdokimova M. Petrov R. Skidanov A. Nikonorov |
| author_facet | S. Stepanenko V. Evdokimova M. Petrov R. Skidanov A. Nikonorov |
| author_sort | S. Stepanenko |
| collection | DOAJ |
| description | The possibility of essentially reducing the weight and production cost of computer vision systems has led to the publication of a large number of research works dealing with the development of new imaging systems based on diffractive optics. This study proposes a new imaging system composed of three diffractive lenses, with each forming a separate channel of the color RGB image. This approach allows us to significantly narrow the spectral range of each lens, thus significantly reducing the image distortion caused by chromatic aberration inherent in diffractive optics. It shows that this scheme allows us to perform the neural network-aided image reconstruction, providing a significantly improved resulting image quality. The study proposes a false edge level criterion (FEL) for evaluating the neural network-aided reconstruction. |
| format | Article |
| id | doaj-art-5b58c7f6d2f64a7faff6960b8cea63b6 |
| institution | Kabale University |
| issn | 0134-2452 2412-6179 |
| language | English |
| publishDate | 2023-10-01 |
| publisher | Samara National Research University |
| record_format | Article |
| series | Компьютерная оптика |
| spelling | doaj-art-5b58c7f6d2f64a7faff6960b8cea63b62025-01-21T13:19:28ZengSamara National Research UniversityКомпьютерная оптика0134-24522412-61792023-10-0147571672410.18287/2412-6179-CO-1258Color imaging using a system based on 3 diffractive lensesS. Stepanenko0V. Evdokimova 1M. Petrov2R. Skidanov3A. Nikonorov4Samara National Research UniversitySamara National Research University; IPSI RAS – Branch of the FSRC "Crystallography and Photonics" RASSamara National Research UniversitySamara National Research University; IPSI RAS – Branch of the FSRC "Crystallography and Photonics" RASSamara National Research University; IPSI RAS – Branch of the FSRC "Crystallography and Photonics" RASThe possibility of essentially reducing the weight and production cost of computer vision systems has led to the publication of a large number of research works dealing with the development of new imaging systems based on diffractive optics. This study proposes a new imaging system composed of three diffractive lenses, with each forming a separate channel of the color RGB image. This approach allows us to significantly narrow the spectral range of each lens, thus significantly reducing the image distortion caused by chromatic aberration inherent in diffractive optics. It shows that this scheme allows us to perform the neural network-aided image reconstruction, providing a significantly improved resulting image quality. The study proposes a false edge level criterion (FEL) for evaluating the neural network-aided reconstruction.https://www.computeroptics.ru/eng/KO/Annot/KO47-5/470505e.htmlcolor correctioncolor stabilizationglobal optimization |
| spellingShingle | S. Stepanenko V. Evdokimova M. Petrov R. Skidanov A. Nikonorov Color imaging using a system based on 3 diffractive lenses Компьютерная оптика color correction color stabilization global optimization |
| title | Color imaging using a system based on 3 diffractive lenses |
| title_full | Color imaging using a system based on 3 diffractive lenses |
| title_fullStr | Color imaging using a system based on 3 diffractive lenses |
| title_full_unstemmed | Color imaging using a system based on 3 diffractive lenses |
| title_short | Color imaging using a system based on 3 diffractive lenses |
| title_sort | color imaging using a system based on 3 diffractive lenses |
| topic | color correction color stabilization global optimization |
| url | https://www.computeroptics.ru/eng/KO/Annot/KO47-5/470505e.html |
| work_keys_str_mv | AT sstepanenko colorimagingusingasystembasedon3diffractivelenses AT vevdokimova colorimagingusingasystembasedon3diffractivelenses AT mpetrov colorimagingusingasystembasedon3diffractivelenses AT rskidanov colorimagingusingasystembasedon3diffractivelenses AT anikonorov colorimagingusingasystembasedon3diffractivelenses |