Perspective Shape-from-Shading Problem: A Unified Convergence Result for Several Non-Lambertian Models

Shape-from-Shading represents the problem of computing the three-dimensional shape of a surface given a single gray-value image of it as input. In a recent paper, we showed that the introduction of an attenuation factor in the brightness equations related to various perspective Shape-from-Shading mo...

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Main Author: Silvia Tozza
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Journal of Imaging
Subjects:
Online Access:https://www.mdpi.com/2313-433X/8/2/36
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author Silvia Tozza
author_facet Silvia Tozza
author_sort Silvia Tozza
collection DOAJ
description Shape-from-Shading represents the problem of computing the three-dimensional shape of a surface given a single gray-value image of it as input. In a recent paper, we showed that the introduction of an attenuation factor in the brightness equations related to various perspective Shape-from-Shading models allows us to ensure the well-posedness of the corresponding differential problems. Here, we propose a unified convergence result of a numerical scheme for several non-Lambertian reflectance models. This result is interesting since it can be easily extended to other non-Lambertian models in a unified and, therefore, powerful framework.
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spelling doaj.art-12d36be21c454048ada27e5cc7854faa2023-11-23T20:33:18ZengMDPI AGJournal of Imaging2313-433X2022-02-01823610.3390/jimaging8020036Perspective Shape-from-Shading Problem: A Unified Convergence Result for Several Non-Lambertian ModelsSilvia Tozza0Department of Mathematics, Alma Mater Studiorum—Università di Bologna, Piazza di Porta San Donato 5, 40126 Bologna, ItalyShape-from-Shading represents the problem of computing the three-dimensional shape of a surface given a single gray-value image of it as input. In a recent paper, we showed that the introduction of an attenuation factor in the brightness equations related to various perspective Shape-from-Shading models allows us to ensure the well-posedness of the corresponding differential problems. Here, we propose a unified convergence result of a numerical scheme for several non-Lambertian reflectance models. This result is interesting since it can be easily extended to other non-Lambertian models in a unified and, therefore, powerful framework.https://www.mdpi.com/2313-433X/8/2/36Shape-from-Shadingperspective projectionconvergence resultnon-Lambertian modelsstationary Hamilton–Jacobi equations
spellingShingle Silvia Tozza
Perspective Shape-from-Shading Problem: A Unified Convergence Result for Several Non-Lambertian Models
Journal of Imaging
Shape-from-Shading
perspective projection
convergence result
non-Lambertian models
stationary Hamilton–Jacobi equations
title Perspective Shape-from-Shading Problem: A Unified Convergence Result for Several Non-Lambertian Models
title_full Perspective Shape-from-Shading Problem: A Unified Convergence Result for Several Non-Lambertian Models
title_fullStr Perspective Shape-from-Shading Problem: A Unified Convergence Result for Several Non-Lambertian Models
title_full_unstemmed Perspective Shape-from-Shading Problem: A Unified Convergence Result for Several Non-Lambertian Models
title_short Perspective Shape-from-Shading Problem: A Unified Convergence Result for Several Non-Lambertian Models
title_sort perspective shape from shading problem a unified convergence result for several non lambertian models
topic Shape-from-Shading
perspective projection
convergence result
non-Lambertian models
stationary Hamilton–Jacobi equations
url https://www.mdpi.com/2313-433X/8/2/36
work_keys_str_mv AT silviatozza perspectiveshapefromshadingproblemaunifiedconvergenceresultforseveralnonlambertianmodels