A high accuracy algorithm for recognition of handwritten numerals
Pattern Recognition
Learning structures of visual patterns from single instances
Artificial Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Off-Line, Handwritten Numeral Recognition by Perturbation Method
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Analysis of Class Separation and Combination of Class-Dependent Features for Handwriting Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Some Parallel Thinning Algorithms for Digital Pictures
Journal of the ACM (JACM)
An OCR System to Read Two Indian Language Scripts: Bangla and Devnagari (Hindi)
ICDAR '97 Proceedings of the 4th International Conference on Document Analysis and Recognition
Gujarati Character Recognition
ICDAR '99 Proceedings of the Fifth International Conference on Document Analysis and Recognition
Neural Based Handwritten Character Recognition
ICDAR '99 Proceedings of the Fifth International Conference on Document Analysis and Recognition
A Novel Feature Extraction Technique for the Recognition of Segmented Handwritten Characters
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
Numeral Recognition by Weighting Local Decisions
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Text - Image Separation in Devanagari Documents
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Off-line signature verification and forgery detection using fuzzy modeling
Pattern Recognition
ID3-derived fuzzy rules and optimized defuzzification for handwritten numeral recognition
IEEE Transactions on Fuzzy Systems
Recognition of persian numeral fonts by combining the entropy minimized fuzzifier and fuzzy grammar
AIKED'07 Proceedings of the 6th Conference on 6th WSEAS Int. Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases - Volume 6
Handwritten numeral recognition based on simplified structural classification and fuzzy memberships
Expert Systems with Applications: An International Journal
IVIC '09 Proceedings of the 1st International Visual Informatics Conference on Visual Informatics: Bridging Research and Practice
Offline handwritten character recognition of Gujrati script using pattern matching
ASID'09 Proceedings of the 3rd international conference on Anti-Counterfeiting, security, and identification in communication
On-line signature authentication using Zernike moments
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
An approach for on-line signature authentication using Zernike moments
Pattern Recognition Letters
A hybrid approach for automatic recognition of handwritten devanagari numerals
International Journal of Hybrid Intelligent Systems
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This paper presents the recognition of handwritten Hindi and English numerals by representing them in the form of exponential membership functions which serve as a fuzzy model. The recognition is carried out by modifying the exponential membership functions fitted to the fuzzy sets. These fuzzy sets are derived from features consisting of normalized distances obtained using the Box approach. The membership function is modified by two structural parameters that are estimated by optimizing the entropy subject to the attainment of membership function to unity. The overall recognition rate is found to be 95% for Hindi numerals and 98.4% for English numerals.