Digital Image Processing
Introduction to Algorithms
Automatic Detection of Handwriting Forgery
IWFHR '02 Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition (IWFHR'02)
Similarity Flooding: A Versatile Graph Matching Algorithm and Its Application to Schema Matching
ICDE '02 Proceedings of the 18th International Conference on Data Engineering
Writer Identification using Innovative Binarised Features of Handwritten Numerals
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
Writer Identification Using Edge-Based Directional Features
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Handwritten character skeletonisation for forensic document analysis
Proceedings of the 2005 ACM symposium on Applied computing
A writer identification and verification system
Pattern Recognition Letters
Pattern Recognition Letters
A writer identification and verification system using HMM based recognizers
Pattern Analysis & Applications
International Journal on Document Analysis and Recognition
Text-Independent Writer Identification and Verification Using Textural and Allographic Features
IEEE Transactions on Pattern Analysis and Machine Intelligence
Advances in Writer Identification and Verification
ICDAR '07 Proceedings of the Ninth International Conference on Document Analysis and Recognition - Volume 02
Text-Independent Writer Identification and Verification on Offline Arabic Handwriting
ICDAR '07 Proceedings of the Ninth International Conference on Document Analysis and Recognition - Volume 02
A writer identification system for on-line whiteboard data
Pattern Recognition
Writer identification using global wavelet-based features
Neurocomputing
Arabic writer identification based on hybrid spectral-statistical measures
Journal of Experimental & Theoretical Artificial Intelligence
AICCSA '08 Proceedings of the 2008 IEEE/ACS International Conference on Computer Systems and Applications
Text-independent Persian Writer Identification Using Fuzzy Clustering Approach
ICIME '09 Proceedings of the 2009 International Conference on Information Management and Engineering
Writer identification using fractal dimension of wavelet subbands in gabor domain
Integrated Computer-Aided Engineering
Offline text-independent writer identification using codebook and efficient code extraction methods
Image and Vision Computing
Off-line hand written input based identity determination using multi kernel feature combination
Pattern Recognition Letters
A Persian writer identification method using swarm-based feature selection approach
International Journal of Biometrics
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The style of people's handwriting is a biometric feature that is used in person authentication. In this paper, we have proposed a text independent method for Persian writer identification. In the proposed method, pattern based features are extracted from data using Gabor and XGabor filter. The extracted features are represented for each person by using a graph that is called FRG (feature relation graph). This graph is constructed using relations between extracted features by employing a fuzzy method. The fuzzy method determines the similarity between features extracted from different handwritten instances of each person. In the identification phase, a graph similarity approach is employed to determine the similarity of the FRG generated from the test data and the FRGs generated by training data. The experimental results were satisfactory and the proposed method got about 100% accuracy on a dataset with 100 writers when enough training data was used. However, this method has been applied on Persian handwritings but we believe it can be extended on other languages especially in data representation and classification parts.