ANALYSIS OF PAINTINGS USING MULTI-SENSOR DATA

被引：0

作者：

Almeida, P. ^{[1
]}

Montagner, C. ^{[2
,3
]}

Jesus, R. ^{[1
]}

Correia, N. ^{[1
]}

Vilarigues, M. ^{[2
]}

Melo, M. J. ^{[2
,3
,4
]}

Nascimento, S. ^{[5
]}

机构：

[1] Univ Nova Lisboa, Dept Informat, FCT, CITI, P-2829516 Caparica, Portugal

[2] Univ Minho, Dept Conservat & Restaurat idem, P-4710057 Braga, Portugal

[3] Univ Minho, REQUIMTE CQFB idem, P-4710057 Braga, Portugal

[4] Univ Minho, VICARTE idem, P-4710057 Braga, Portugal

[5] Univ Minho, Ctr Phys, P-4710057 Braga, Portugal

来源：

2013 PROCEEDINGS OF THE 21ST EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO) | 2013年

关键词：

hyperspectral imaging; elemental analysis; Spectra Angle Mapping; IDENTIFICATION;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

In this work we propose a system for region segmentation of hyperspectral painting images based on pigments identification method and clustering. Our system combines the molecular information (obtained by hyperspectral camera) with the elemental analysis. The data acquired on the paintings are compared with a database of reference materials that belonged to the artist. The use of reference materials turns out to be crucial in overcoming some of the limitations in the interpretation of the reflectance spectra. In addition, our system is able to detect areas of the painting that were done using materials not usual for our artist; this feature may be of great help in forgery detection.

引用

页数：5

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