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Wide-Angular Tolerance Optical Filter Design and Its Application to Green Pepper Segmentation †
The optical filter is critical in many applications requiring wide-angle imaging perception. However, the transmission curve of the typical optical filter will change at an oblique incident angle due to the optical path of the incident light change. In this study, we propose a wide-angular tolerance...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10055699/ https://www.ncbi.nlm.nih.gov/pubmed/36991691 http://dx.doi.org/10.3390/s23062981 |
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author | Yu, Jun Zhan, Shu Kurihara, Toru |
author_facet | Yu, Jun Zhan, Shu Kurihara, Toru |
author_sort | Yu, Jun |
collection | PubMed |
description | The optical filter is critical in many applications requiring wide-angle imaging perception. However, the transmission curve of the typical optical filter will change at an oblique incident angle due to the optical path of the incident light change. In this study, we propose a wide-angular tolerance optical filter design method based on the transfer matrix method and automatic differentiation. A novel optical merit function is proposed for simultaneous optimization at normal and oblique incidents. The simulation results demonstrate that such a wide-angular tolerance design can realize a similar transmittance curve at an oblique incident angle compared to a normal incident angle. Furthermore, how much improvement in a wide-angular optical filter design for oblique incident contributes to image segmentation remains unclear. Therefore, we evaluate several transmittance curves along with the U-Net structure for green pepper segmentation. Although our proposed method is not perfectly equal to the target design, it can achieve an average 50% smaller mean absolute error (MAE) than the original design at [Formula: see text] oblique incident angle. In addition, the green pepper segmentation results show that wide-angular tolerance optical filter design improves the segmentation of the near-color object about 0.3% at [Formula: see text] oblique incident angle compared to the previous design. |
format | Online Article Text |
id | pubmed-10055699 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-100556992023-03-30 Wide-Angular Tolerance Optical Filter Design and Its Application to Green Pepper Segmentation † Yu, Jun Zhan, Shu Kurihara, Toru Sensors (Basel) Article The optical filter is critical in many applications requiring wide-angle imaging perception. However, the transmission curve of the typical optical filter will change at an oblique incident angle due to the optical path of the incident light change. In this study, we propose a wide-angular tolerance optical filter design method based on the transfer matrix method and automatic differentiation. A novel optical merit function is proposed for simultaneous optimization at normal and oblique incidents. The simulation results demonstrate that such a wide-angular tolerance design can realize a similar transmittance curve at an oblique incident angle compared to a normal incident angle. Furthermore, how much improvement in a wide-angular optical filter design for oblique incident contributes to image segmentation remains unclear. Therefore, we evaluate several transmittance curves along with the U-Net structure for green pepper segmentation. Although our proposed method is not perfectly equal to the target design, it can achieve an average 50% smaller mean absolute error (MAE) than the original design at [Formula: see text] oblique incident angle. In addition, the green pepper segmentation results show that wide-angular tolerance optical filter design improves the segmentation of the near-color object about 0.3% at [Formula: see text] oblique incident angle compared to the previous design. MDPI 2023-03-09 /pmc/articles/PMC10055699/ /pubmed/36991691 http://dx.doi.org/10.3390/s23062981 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Yu, Jun Zhan, Shu Kurihara, Toru Wide-Angular Tolerance Optical Filter Design and Its Application to Green Pepper Segmentation † |
title | Wide-Angular Tolerance Optical Filter Design and Its Application to Green Pepper Segmentation † |
title_full | Wide-Angular Tolerance Optical Filter Design and Its Application to Green Pepper Segmentation † |
title_fullStr | Wide-Angular Tolerance Optical Filter Design and Its Application to Green Pepper Segmentation † |
title_full_unstemmed | Wide-Angular Tolerance Optical Filter Design and Its Application to Green Pepper Segmentation † |
title_short | Wide-Angular Tolerance Optical Filter Design and Its Application to Green Pepper Segmentation † |
title_sort | wide-angular tolerance optical filter design and its application to green pepper segmentation † |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10055699/ https://www.ncbi.nlm.nih.gov/pubmed/36991691 http://dx.doi.org/10.3390/s23062981 |
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