Paper
4 February 2010 Experimental study of canvas characterization for paintings
Bruno Cornelis, Ann Dooms, Adrian Munteanu, Jan Cornelis, Peter Schelkens
Author Affiliations +
Proceedings Volume 7531, Computer Vision and Image Analysis of Art; 753103 (2010) https://doi.org/10.1117/12.838345
Event: IS&T/SPIE Electronic Imaging, 2010, San Jose, California, United States
Abstract
The work described here fits in the context of a larger project on the objective and relevant characterization of paintings and painting canvas through the analysis of multimodal digital images. We captured, amongst others, X-ray images of different canvas types, characterized by a variety of textures and weave patterns (fine and rougher texture; single thread and multiple threads per weave), including raw canvas as well as canvas processed with different primers. In this paper, we study how to characterize the canvas by extracting global features such as average thread width, average distance between successive threads (i.e. thread density) and the spatial distribution of primers. These features are then used to construct a generic model of the canvas structure. Secondly, we investigate whether we can identify different pieces of canvas coming from the same bolt. This is an important element for dating, authentication and identification of restorations. Both the global characteristics mentioned earlier and some local properties (such as deviations from the average pattern model) are used to compare the "fingerprint" of different pieces of cloth coming from the same or different bolts.
© (2010) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Bruno Cornelis, Ann Dooms, Adrian Munteanu, Jan Cornelis, and Peter Schelkens "Experimental study of canvas characterization for paintings", Proc. SPIE 7531, Computer Vision and Image Analysis of Art, 753103 (4 February 2010); https://doi.org/10.1117/12.838345
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CITATIONS
Cited by 5 scholarly publications.
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KEYWORDS
Binary data

X-rays

X-ray imaging

Image classification

Feature extraction

Quantization

Image analysis

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