Title :
A WHD-Based Method for Printer Identification
Author :
Huang, Liang ; Chen, Qinghu ; Deng, Wei ; Tu, YanKai
Author_Institution :
Sch. of Electron. Inf., Wuhan Univ., Wuhan
Abstract :
Printed document examination plays an important role in public security. A printer identification system is designed for the purpose of identifying the printer which created a suspect printed document. It consists of image acquisition, image preprocessing and character matching. An optical instrument is developed for document image observation and acquisition under high resolution. Normalized printed characters are obtained and recognized in preprocessing. A WHD-Based algorithm is applied to character image matching and distance between printed documents is calculated. Finally the minimum distance classifier is applied to printer identification. Experiments are carried out in a database including 45 Laser printers and very promising results are achieved.
Keywords :
character recognition; document handling; image matching; image processing; printers; WHD; character matching; image acquisition; image preprocessing; printed document examination; printer identification system; public security; weighted Hausdorff distance; Character recognition; Feature extraction; Frequency estimation; Image databases; Image resolution; Instruments; Laser modes; Optical character recognition software; Printers; Printing;
Conference_Titel :
Intelligent Systems and Applications, 2009. ISA 2009. International Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-3893-8
Electronic_ISBN :
978-1-4244-3894-5
DOI :
10.1109/IWISA.2009.5072686