IEEE Transactions on Pattern Analysis and Machine Intelligence
A Database for Handwriting Recognition Research in Sinhala Language
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Hybrid off-line OCR for isolated handwritten Greek characters
SPPR'07 Proceedings of the Fourth conference on IASTED International Conference: Signal Processing, Pattern Recognition, and Applications
Old document recognition using fuzzy methods
International Journal of Intelligent Systems Technologies and Applications
Hybrid off-line OCR for isolated handwritten Greek characters
SPPRA '07 Proceedings of the Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications
New holistic handwritten word recognition and its application to french legal amount
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
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In this paper, we present a new off-line word recognition system that is able to recognize unconstrained handwritten words using grey-scale images. This is based on structural and relational information in the handwritten word. We use Gabor filters to extract features from the words, and then use an evidence-based approach for word classification. A solution to the Gabor filter parameter estimation problem is given, enabling the Gabor filter to be automatically tuned to the word image properties. We also developed two new methods for correcting the slope of the handwritten words. Our experiments show that the proposed method achieves good recognition rates compared to standard classification methods