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Spot Detection for Laser Sensors Based on Annular Convolution Filtering

Spot detection has attracted continuous attention for laser sensors with applications in communication, measurement, etc. The existing methods often directly perform binarization processing on the original spot image. They suffer from the interference of the background light. To reduce this kind of...

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Detalles Bibliográficos
Autores principales: Li, Lingjiang, Li, Maolin, Sun, Weijun, Li, Zhenni, Yang, Zuyuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10142110/
https://www.ncbi.nlm.nih.gov/pubmed/37112232
http://dx.doi.org/10.3390/s23083891
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author Li, Lingjiang
Li, Maolin
Sun, Weijun
Li, Zhenni
Yang, Zuyuan
author_facet Li, Lingjiang
Li, Maolin
Sun, Weijun
Li, Zhenni
Yang, Zuyuan
author_sort Li, Lingjiang
collection PubMed
description Spot detection has attracted continuous attention for laser sensors with applications in communication, measurement, etc. The existing methods often directly perform binarization processing on the original spot image. They suffer from the interference of the background light. To reduce this kind of interference, we propose a novel method called annular convolution filtering (ACF). In our method, the region of interest (ROI) in the spot image is first searched by using the statistical properties of pixels. Then, the annular convolution strip is constructed based on the energy attenuation property of the laser and the convolution operation is performed in the ROI of the spot image. Finally, a feature similarity index is designed to estimate the parameters of the laser spot. Experiments on three datasets with different kinds of background light show the advantages of our ACF method, with comparison to the theoretical method based on international standard, the practical method used in the market products, and the recent benchmark methods AAMED and ALS.
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spelling pubmed-101421102023-04-29 Spot Detection for Laser Sensors Based on Annular Convolution Filtering Li, Lingjiang Li, Maolin Sun, Weijun Li, Zhenni Yang, Zuyuan Sensors (Basel) Article Spot detection has attracted continuous attention for laser sensors with applications in communication, measurement, etc. The existing methods often directly perform binarization processing on the original spot image. They suffer from the interference of the background light. To reduce this kind of interference, we propose a novel method called annular convolution filtering (ACF). In our method, the region of interest (ROI) in the spot image is first searched by using the statistical properties of pixels. Then, the annular convolution strip is constructed based on the energy attenuation property of the laser and the convolution operation is performed in the ROI of the spot image. Finally, a feature similarity index is designed to estimate the parameters of the laser spot. Experiments on three datasets with different kinds of background light show the advantages of our ACF method, with comparison to the theoretical method based on international standard, the practical method used in the market products, and the recent benchmark methods AAMED and ALS. MDPI 2023-04-11 /pmc/articles/PMC10142110/ /pubmed/37112232 http://dx.doi.org/10.3390/s23083891 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
Li, Lingjiang
Li, Maolin
Sun, Weijun
Li, Zhenni
Yang, Zuyuan
Spot Detection for Laser Sensors Based on Annular Convolution Filtering
title Spot Detection for Laser Sensors Based on Annular Convolution Filtering
title_full Spot Detection for Laser Sensors Based on Annular Convolution Filtering
title_fullStr Spot Detection for Laser Sensors Based on Annular Convolution Filtering
title_full_unstemmed Spot Detection for Laser Sensors Based on Annular Convolution Filtering
title_short Spot Detection for Laser Sensors Based on Annular Convolution Filtering
title_sort spot detection for laser sensors based on annular convolution filtering
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10142110/
https://www.ncbi.nlm.nih.gov/pubmed/37112232
http://dx.doi.org/10.3390/s23083891
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AT lizhenni spotdetectionforlasersensorsbasedonannularconvolutionfiltering
AT yangzuyuan spotdetectionforlasersensorsbasedonannularconvolutionfiltering