A general language model for information retrieval
Proceedings of the eighth international conference on Information and knowledge management
On-Line and Off-Line Handwriting Recognition: A Comprehensive Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence
Modern Information Retrieval
Defining Writer's Invariants to Adapt the Recognition Task
ICDAR '99 Proceedings of the Fifth International Conference on Document Analysis and Recognition
Individuality of Handwriting: A Validation Study
ICDAR '01 Proceedings of the Sixth International Conference on Document Analysis and Recognition
Writer Identification Using Text Line Based Features
ICDAR '01 Proceedings of the Sixth International Conference on Document Analysis and Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Principles of Visual Information Retrieval
Principles of Visual Information Retrieval
Text-Independent Writer Identification and Verification Using Textural and Allographic Features
IEEE Transactions on Pattern Analysis and Machine Intelligence
A writer identification system for on-line whiteboard data
Pattern Recognition
Invariants Discretization for Individuality Representation in Handwritten Authorship
IWCF '08 Proceedings of the 2nd international workshop on Computational Forensics
Embedded scale united moment invariant for identification of handwriting individuality
ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part I
Processing handwritten words by intelligent use of OCR results
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Biometric recognition using online uppercase handwritten text
Pattern Recognition
Writer identification using directional ink-trace width measurements
Pattern Recognition
A visualization based approach for digital signature authentication
EuroVis'09 Proceedings of the 11th Eurographics / IEEE - VGTC conference on Visualization
Texture-based descriptors for writer identification and verification
Expert Systems with Applications: An International Journal
Writer identification in handwritten musical scores with bags of notes
Pattern Recognition
Offline text-independent writer identification using codebook and efficient code extraction methods
Image and Vision Computing
Text-independent writer recognition using multi-script handwritten texts
Pattern Recognition Letters
A novel sparse model based forensic writer identification
Pattern Recognition Letters
A Persian writer identification method using swarm-based feature selection approach
International Journal of Biometrics
Identifying the writer of ancient inscriptions and Byzantine codices. A novel approach
Computer Vision and Image Understanding
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In this paper, we show that both the writer identification and the writer verification tasks can be carried out using local features such as graphemes extracted from the segmentation of cursive handwriting. We thus enlarge the scope of the possible use of these two tasks which have been, up to now, mainly evaluated on script handwritings. A textual based Information Retrieval model is used for the writer identification stage. This allows the use of a particular feature space based on feature frequencies. Image queries are handwritten documents projected in this feature space. The approach achieves 95% correct identification on the PSI_DataBase and 86% on the IAM_DataBase. Then writer hypothesis retrieved are analysed during a verification phase. We call upon a mutual information criterion to verify that two documents may have been produced by the same writer or not. Hypothesis testing is used for this purpose. The proposed method is first scaled on the PSI_DataBase then evaluated on the IAM_DataBase. On both databases, similar performance of nearly 96% correct verification is reported, thus making the approach general and very promising for large scale applications in the domain of handwritten document querying and writer verification.