COMBINING PATTERN PROJECTION AND CROSS POLARIZATION TO ENHANCE 3D RECONSTRUCTION OF FEATURELESS REFLECTIVE SURFACES

3D digitisation is essential to enhance knowledge and conservation processes for Cultural Heritage (CH). However, movable heritage collected in museums, e.g., archeological finds, statues, coins, and musical instruments, often consists of highly reflective surfaces and/or featureless textures. The a...

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Main Authors: P. Clini, R. Nespeca, R. Angeloni, M. D’Alessio, M. Mandolini
Format: Article
Language:English
Published: Copernicus Publications 2023-06-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://isprs-archives.copernicus.org/articles/XLVIII-M-2-2023/427/2023/isprs-archives-XLVIII-M-2-2023-427-2023.pdf
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author P. Clini
R. Nespeca
R. Angeloni
M. D’Alessio
M. Mandolini
author_facet P. Clini
R. Nespeca
R. Angeloni
M. D’Alessio
M. Mandolini
author_sort P. Clini
collection DOAJ
description 3D digitisation is essential to enhance knowledge and conservation processes for Cultural Heritage (CH). However, movable heritage collected in museums, e.g., archeological finds, statues, coins, and musical instruments, often consists of highly reflective surfaces and/or featureless textures. The aim of this work is to stress the Structure from Motion Dense MultiView Reconstruction (SfM-DMVR) of objects, whose optical properties are challenging to this image-based technique. To improve the results obtained by SfM-DMVR standard acquisition workflow, this study exploited the potential of combining Noise Function Pattern (NFP) projection and light Cross Polarization (CP). Moreover, High Dynamic Range (HDR) image reconstruction was tested on images acquired according to different CP angles. The SfM-DMVR of a texture-less shiny ceramic object was then compared to the one obtained by a structured light triangulation scanner, the most reliable tool for such surfaces, but unfortunately quite expensive. The advantages and limitations of the presented method are discussed.
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spelling doaj.art-e78e983cf236411d960600e7d7416d1a2023-06-24T17:03:10ZengCopernicus PublicationsThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences1682-17502194-90342023-06-01XLVIII-M-2-202342743210.5194/isprs-archives-XLVIII-M-2-2023-427-2023COMBINING PATTERN PROJECTION AND CROSS POLARIZATION TO ENHANCE 3D RECONSTRUCTION OF FEATURELESS REFLECTIVE SURFACESP. Clini0R. Nespeca1R. Angeloni2M. D’Alessio3M. Mandolini4Dept. of Civil and Building Engineering and Architecture, Università Politecnica delle Marche, Ancona, ItalyDept. of Civil and Building Engineering and Architecture, Università Politecnica delle Marche, Ancona, ItalyDept. of Civil and Building Engineering and Architecture, Università Politecnica delle Marche, Ancona, ItalyDept. of Civil and Building Engineering and Architecture, Università Politecnica delle Marche, Ancona, ItalyDept. of Industrial Engineering and Mathematical Sciences, Università Politecnica delle Marche, Ancona, Italy3D digitisation is essential to enhance knowledge and conservation processes for Cultural Heritage (CH). However, movable heritage collected in museums, e.g., archeological finds, statues, coins, and musical instruments, often consists of highly reflective surfaces and/or featureless textures. The aim of this work is to stress the Structure from Motion Dense MultiView Reconstruction (SfM-DMVR) of objects, whose optical properties are challenging to this image-based technique. To improve the results obtained by SfM-DMVR standard acquisition workflow, this study exploited the potential of combining Noise Function Pattern (NFP) projection and light Cross Polarization (CP). Moreover, High Dynamic Range (HDR) image reconstruction was tested on images acquired according to different CP angles. The SfM-DMVR of a texture-less shiny ceramic object was then compared to the one obtained by a structured light triangulation scanner, the most reliable tool for such surfaces, but unfortunately quite expensive. The advantages and limitations of the presented method are discussed.https://isprs-archives.copernicus.org/articles/XLVIII-M-2-2023/427/2023/isprs-archives-XLVIII-M-2-2023-427-2023.pdf
spellingShingle P. Clini
R. Nespeca
R. Angeloni
M. D’Alessio
M. Mandolini
COMBINING PATTERN PROJECTION AND CROSS POLARIZATION TO ENHANCE 3D RECONSTRUCTION OF FEATURELESS REFLECTIVE SURFACES
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
title COMBINING PATTERN PROJECTION AND CROSS POLARIZATION TO ENHANCE 3D RECONSTRUCTION OF FEATURELESS REFLECTIVE SURFACES
title_full COMBINING PATTERN PROJECTION AND CROSS POLARIZATION TO ENHANCE 3D RECONSTRUCTION OF FEATURELESS REFLECTIVE SURFACES
title_fullStr COMBINING PATTERN PROJECTION AND CROSS POLARIZATION TO ENHANCE 3D RECONSTRUCTION OF FEATURELESS REFLECTIVE SURFACES
title_full_unstemmed COMBINING PATTERN PROJECTION AND CROSS POLARIZATION TO ENHANCE 3D RECONSTRUCTION OF FEATURELESS REFLECTIVE SURFACES
title_short COMBINING PATTERN PROJECTION AND CROSS POLARIZATION TO ENHANCE 3D RECONSTRUCTION OF FEATURELESS REFLECTIVE SURFACES
title_sort combining pattern projection and cross polarization to enhance 3d reconstruction of featureless reflective surfaces
url https://isprs-archives.copernicus.org/articles/XLVIII-M-2-2023/427/2023/isprs-archives-XLVIII-M-2-2023-427-2023.pdf
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