Title :
Ink Discrimination Based on Co-occurrence Analysis of Visible and Infrared Images
Author :
Kokla, Vasiliki ; Psarrou, Alexandra ; Konstantinou, Vassilis
Author_Institution :
Univ. of Westminster, Watford
Abstract :
Inks found in Byzantine manuscripts are semi- transparent pigments and their examination and analysis provide an invaluable source of information on the authenticity and dating of manuscripts and the number of authors involved. However, inks are difficult to characterize because their intensity depends on the amount of liquid spread during scripting and the reflective properties of the support. Most existing methods for the analysis of ink materials are based on destructive testing techniques that require the physicochemical sampling of data. Such methods cannot be widely used because of the historical and cultural value of the manuscripts. In this work we show that manuscript inks can be represented through a mixture of Gaussian functions and can be characterised using co-occurrence matrices.
Keywords :
image representation; Byzantine manuscripts; Gaussian functions; cooccurrence analysis; destructive testing techniques; infrared images; ink discrimination; physicochemical sampling; reflective properties; Chemicals; Image analysis; Image color analysis; Information analysis; Infrared imaging; Infrared spectra; Ink; Pigments; Sampling methods; Testing;
Conference_Titel :
Document Analysis and Recognition, 2007. ICDAR 2007. Ninth International Conference on
Conference_Location :
Parana
Print_ISBN :
978-0-7695-2822-9
DOI :
10.1109/ICDAR.2007.4377095