Fragmented edge structure coding for Chinese writer identification

Authors:
Jing Wen;Bin Fang;JunLin Chen;YuanYan Tang;HengXin Chen
Affiliations:
College of Computer, Chongqing University, Chongqing 400044, PR China;College of Computer, Chongqing University, Chongqing 400044, PR China;College of Computer, Chongqing University, Chongqing 400044, PR China;College of Computer, Chongqing University, Chongqing 400044, PR China;College of Computer, Chongqing University, Chongqing 400044, PR China
Venue:
Neurocomputing
Year:
2012

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Abstract

As a branch of biometrics, handwriting-based writer identification is an active research topic in pattern recognition. This paper presents a theoretically very simple, yet efficient, multiresolution approach to off-line, text-independent Chinese writer identification based on edge structure code (ESC) distribution feature and nonparametric discrimination of sample. ESC distribution feature is based on probability distribution function, which characterizes the frequent structures distribution of edge fragments on multiple scales. Experiments were conducted on an open HIT-MW database which is widely used for performance evaluation. Experimental results show that the proposed method was able to improve the identification accuracy.