TY  - JOUR
TT  - AUTHENTICATION OF OTTOMAN ART CALLIGRAPHERS
AU  - Ucan, Osman N.
AU  - Istanbullu, Mustafa
AU  - Kılıc, Niyazi
PY  - 2012
DA  - December
JF  - International Journal of Electronics Mechanical and Mechatronics Engineering
JO  - IJEMME
PB  - İstanbul Aydın Üniversitesi
WT  - DergiPark
SN  - 2146-0604
SP  - 215
EP  - 224
VL  - 2
IS  - 2
KW  - Art authentication
KW  - Ottoman art calligraphers
KW  - Wavelet transform
KW  - Support vector machine
N2  - A content-based retrieval system can provide efficient access to the documents from the Ottoman Empire archives, which contain more than 100 million handwritten files. Experts want to archive the historical documents to be stored in digital image forms because the documents include not only text but also drawings, portraits, miniatures, signs, ink smears, etc., which might have an associated historical value. This work will help us to identify the Ottoman period calligraphies; accordingly determine its value and chronology. Here, we describe and apply a computational technique on high-resolution scanned form of the original works, specifically Ottoman art calligraphies for authentication. We show preliminary results from 9 well known Ottoman art calligraphers at various times. Since paintings have high resolution, complexity and capacity, it is not possible to process them in one block. In this paper, Wavelet Transform (WT) and Support Vector Machine (SVM) are employed in cascade form to obtain an objective approach in authentication of calligraphies, and we have succeed up to 100% percentage for classify the art works using these techniques
UR  - https://dergipark.org.tr/tr/pub/ijemme/issue//275668
L1  - https://dergipark.org.tr/tr/download/article-file/256871
ER  -