Analysis of cypriot icon faces using ICA-enhanced active shape model representation

Guifang Duan*, Neela Sawant, James Z. Wang, Dean Snow, Danni Ai, Yen Wei Chen

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

3 引用 (Scopus)

摘要

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.

源语言英语
主期刊名MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops
901-904
页数4
DOI
出版状态已出版 - 2011
已对外发布
活动19th ACM International Conference on Multimedia ACM Multimedia 2011, MM'11 - Scottsdale, AZ, 美国
期限: 28 11月 20111 12月 2011

出版系列

姓名MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops

会议

会议19th ACM International Conference on Multimedia ACM Multimedia 2011, MM'11
国家/地区美国
Scottsdale, AZ
时期28/11/111/12/11

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