Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Yu, Jun, Zhan, Shu, Kurihara, Toru
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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
_version_ 1785015934045388800
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
work_keys_str_mv AT yujun wideangulartoleranceopticalfilterdesignanditsapplicationtogreenpeppersegmentation
AT zhanshu wideangulartoleranceopticalfilterdesignanditsapplicationtogreenpeppersegmentation
AT kuriharatoru wideangulartoleranceopticalfilterdesignanditsapplicationtogreenpeppersegmentation