@inproceedings{dfff050f128f4cb287b38892773b5368,
title = "Analysis of cypriot icon faces using ICA-enhanced active shape model representation",
abstract = "Religious iconography is an integral component of the cultural heritage of Cyprus, which was once a part of the great Byzantine empire. On one hand, icons exhibit strict adherence to conventional symbols, poses and apparel. On the other hand, there is a great variety in the style of depiction that can be attributed to different schools and periods. This paper proposes an active shape model (ASM) based technique for icon face representation that can be used for style comparison and attribution. For centuries-old icons suffering from loss of paint, cracks and added noise from digitization artifacts, we apply an independent component analysis (ICA) technique to enhance the paintings'original work. The experimental results show that our method can effectively characterize Cypriot icons.",
keywords = "Active shape model, Byzantine, Cyprus, Iconography, Independent component analysis",
author = "Guifang Duan and Neela Sawant and Wang, {James Z.} and Dean Snow and Danni Ai and Chen, {Yen Wei}",
year = "2011",
doi = "10.1145/2072298.2071898",
language = "English",
isbn = "9781450306164",
series = "MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops",
pages = "901--904",
booktitle = "MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops",
note = "19th ACM International Conference on Multimedia ACM Multimedia 2011, MM'11 ; Conference date: 28-11-2011 Through 01-12-2011",
}