Maria A Maisto, Roberto Dima, Loreto Di Donato, Angela Dell'Aversano, Raffaele Solimene, Antonio Cuccaro
{"title":"线性一维逆剖面:在背景中起到完美反射平面的作用。","authors":"Maria A Maisto, Roberto Dima, Loreto Di Donato, Angela Dell'Aversano, Raffaele Solimene, Antonio Cuccaro","doi":"10.1364/JOSAA.561049","DOIUrl":null,"url":null,"abstract":"<p><p>One-dimensional (1D) inverse profiling aims to reconstruct the dielectric profile of 1D scatterers from the scattered field data. While the problem can be significantly simplified within a linearized framework (albeit at the cost of obvious performance limitations), the solution remains challenging due to the inherent ill-posedness of the problem, which is related to the \"filtering\" introduced by the linear scattering operator. To improve reconstruction accuracy, a host medium with known inhomogeneities can be exploited. Such a medium enriches the scattering environment by introducing additional reflections and scattering, which alters the properties of the scattering operator, resulting, in general, in less severe filtering. In this study, we investigate the effect of a perfect reflecting plane on the 1D linear inverse profiling problem using multi-frequency data. While this scenario has previously been explored through somewhat qualitative studies, we focus on the mathematical features of the involved scattering operator via its singular value decomposition (SVD). In particular, we derive an analytical estimation of the singular system, which in turn allows us to identify the influence of the configuration parameters on the achievable performance. In more detail, the point-spread function (PSF) can be analytically determined and linked to the configuration parameters. Results obtained by using a truncated-SVD regularized inversion scheme show that the reflecting plane doubles the band, with respect to the homogeneous host medium case, of the band-pass filtering that the unknown undergoes during the reconstruction process. Moreover, the presence of the reflecting plane facilitates the reconstruction of the continuous component (mean value) of the unknown dielectric profile as well. Overall, the inclusion of a reflecting plane enables the stable reconstruction of a broader class of dielectric profiles, improving both the resolution and the accuracy of the inverse profiling process.</p>","PeriodicalId":17382,"journal":{"name":"Journal of The Optical Society of America A-optics Image Science and Vision","volume":"42 8","pages":"1191-1205"},"PeriodicalIF":1.5000,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Linear one-dimensional inverse profiling: the role of a perfect reflecting plane in the background.\",\"authors\":\"Maria A Maisto, Roberto Dima, Loreto Di Donato, Angela Dell'Aversano, Raffaele Solimene, Antonio Cuccaro\",\"doi\":\"10.1364/JOSAA.561049\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>One-dimensional (1D) inverse profiling aims to reconstruct the dielectric profile of 1D scatterers from the scattered field data. While the problem can be significantly simplified within a linearized framework (albeit at the cost of obvious performance limitations), the solution remains challenging due to the inherent ill-posedness of the problem, which is related to the \\\"filtering\\\" introduced by the linear scattering operator. To improve reconstruction accuracy, a host medium with known inhomogeneities can be exploited. Such a medium enriches the scattering environment by introducing additional reflections and scattering, which alters the properties of the scattering operator, resulting, in general, in less severe filtering. In this study, we investigate the effect of a perfect reflecting plane on the 1D linear inverse profiling problem using multi-frequency data. While this scenario has previously been explored through somewhat qualitative studies, we focus on the mathematical features of the involved scattering operator via its singular value decomposition (SVD). In particular, we derive an analytical estimation of the singular system, which in turn allows us to identify the influence of the configuration parameters on the achievable performance. In more detail, the point-spread function (PSF) can be analytically determined and linked to the configuration parameters. Results obtained by using a truncated-SVD regularized inversion scheme show that the reflecting plane doubles the band, with respect to the homogeneous host medium case, of the band-pass filtering that the unknown undergoes during the reconstruction process. Moreover, the presence of the reflecting plane facilitates the reconstruction of the continuous component (mean value) of the unknown dielectric profile as well. Overall, the inclusion of a reflecting plane enables the stable reconstruction of a broader class of dielectric profiles, improving both the resolution and the accuracy of the inverse profiling process.</p>\",\"PeriodicalId\":17382,\"journal\":{\"name\":\"Journal of The Optical Society of America A-optics Image Science and Vision\",\"volume\":\"42 8\",\"pages\":\"1191-1205\"},\"PeriodicalIF\":1.5000,\"publicationDate\":\"2025-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of The Optical Society of America A-optics Image Science and Vision\",\"FirstCategoryId\":\"101\",\"ListUrlMain\":\"https://doi.org/10.1364/JOSAA.561049\",\"RegionNum\":3,\"RegionCategory\":\"物理与天体物理\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"OPTICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of The Optical Society of America A-optics Image Science and Vision","FirstCategoryId":"101","ListUrlMain":"https://doi.org/10.1364/JOSAA.561049","RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"OPTICS","Score":null,"Total":0}
Linear one-dimensional inverse profiling: the role of a perfect reflecting plane in the background.
One-dimensional (1D) inverse profiling aims to reconstruct the dielectric profile of 1D scatterers from the scattered field data. While the problem can be significantly simplified within a linearized framework (albeit at the cost of obvious performance limitations), the solution remains challenging due to the inherent ill-posedness of the problem, which is related to the "filtering" introduced by the linear scattering operator. To improve reconstruction accuracy, a host medium with known inhomogeneities can be exploited. Such a medium enriches the scattering environment by introducing additional reflections and scattering, which alters the properties of the scattering operator, resulting, in general, in less severe filtering. In this study, we investigate the effect of a perfect reflecting plane on the 1D linear inverse profiling problem using multi-frequency data. While this scenario has previously been explored through somewhat qualitative studies, we focus on the mathematical features of the involved scattering operator via its singular value decomposition (SVD). In particular, we derive an analytical estimation of the singular system, which in turn allows us to identify the influence of the configuration parameters on the achievable performance. In more detail, the point-spread function (PSF) can be analytically determined and linked to the configuration parameters. Results obtained by using a truncated-SVD regularized inversion scheme show that the reflecting plane doubles the band, with respect to the homogeneous host medium case, of the band-pass filtering that the unknown undergoes during the reconstruction process. Moreover, the presence of the reflecting plane facilitates the reconstruction of the continuous component (mean value) of the unknown dielectric profile as well. Overall, the inclusion of a reflecting plane enables the stable reconstruction of a broader class of dielectric profiles, improving both the resolution and the accuracy of the inverse profiling process.
期刊介绍:
The Journal of the Optical Society of America A (JOSA A) is devoted to developments in any field of classical optics, image science, and vision. JOSA A includes original peer-reviewed papers on such topics as:
* Atmospheric optics
* Clinical vision
* Coherence and Statistical Optics
* Color
* Diffraction and gratings
* Image processing
* Machine vision
* Physiological optics
* Polarization
* Scattering
* Signal processing
* Thin films
* Visual optics
Also: j opt soc am a.