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Sensors 2014, 14(6), 9813-9832; doi:10.3390/s140609813
Article

A New Dusts Sensor for Cultural Heritage Applications Based on Image Processing

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Received: 17 February 2014; in revised form: 20 May 2014 / Accepted: 29 May 2014 / Published: 4 June 2014
(This article belongs to the Special Issue Sensors for Cultural Heritage Diagnostics)
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Abstract: In this paper, we propose a new sensor for the detection and analysis of dusts (seen as powders and fibers) in indoor environments, especially designed for applications in the field of Cultural Heritage or in other contexts where the presence of dust requires special care (surgery, clean rooms, etc.). The presented system relies on image processing techniques (enhancement, noise reduction, segmentation, metrics analysis) and it allows obtaining both qualitative and quantitative information on the accumulation of dust. This information aims to identify the geometric and topological features of the elements of the deposit. The curators can use this information in order to design suitable prevention and maintenance actions for objects and environments. The sensor consists of simple and relatively cheap tools, based on a high-resolution image acquisition system, a preprocessing software to improve the captured image and an analysis algorithm for the feature extraction and the classification of the elements of the dust deposit. We carried out some tests in order to validate the system operation. These tests were performed within the Sistine Chapel in the Vatican Museums, showing the good performance of the proposed sensor in terms of execution time and classification accuracy.
Keywords: dust detection; image processing; cultural heritage; artworks preservation dust detection; image processing; cultural heritage; artworks preservation
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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MDPI and ACS Style

Proietti, A.; Leccese, F.; Caciotta, M.; Morresi, F.; Santamaria, U.; Malomo, C. A New Dusts Sensor for Cultural Heritage Applications Based on Image Processing. Sensors 2014, 14, 9813-9832.

AMA Style

Proietti A, Leccese F, Caciotta M, Morresi F, Santamaria U, Malomo C. A New Dusts Sensor for Cultural Heritage Applications Based on Image Processing. Sensors. 2014; 14(6):9813-9832.

Chicago/Turabian Style

Proietti, Andrea; Leccese, Fabio; Caciotta, Maurizio; Morresi, Fabio; Santamaria, Ulderico; Malomo, Carmela. 2014. "A New Dusts Sensor for Cultural Heritage Applications Based on Image Processing." Sensors 14, no. 6: 9813-9832.


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