A Database for Handwritten Text Recognition Research
IEEE Transactions on Pattern Analysis and Machine Intelligence
Shape Matching Using LAT and its Application to Handwritten Numeral Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Handwritten Character Classification Using Nearest Neighbor in Large Databases
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
OCR in a Hierarchical Feature Space
IEEE Transactions on Pattern Analysis and Machine Intelligence
Affine-Invariant Recognition of Gray-Scale Characters Using Global Affine Transformation Correlation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Performance characterisation in computer vision: statistics in testing and design
Imaging and vision systems
Automatic Recognition of Handwritten Numerical Strings: A Recognition and Verification Strategy
IEEE Transactions on Pattern Analysis and Machine Intelligence
Training Set Expansion in Handwritten Character Recognition
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
Sorting and Recognizing Cheques and Financial Documents
DAS '98 Selected Papers from the Third IAPR Workshop on Document Analysis Systems: Theory and Practice
Recognition of Cursive Roman Handwriting - Past, Present and Future
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
Parsing N-Best Lists of Handwritten Sentences
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
Generation of Synthetic Training Data for an HMM-based Handwriting Recognition System
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
Analysis and Recognition of Asian Scripts - the State of the Art
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Fuzzy model based recognition of handwritten numerals
Pattern Recognition
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
How to compose a complex document recognition system
Proceedings of the 2006 international workshop on Research issues in digital libraries
SMOTE: synthetic minority over-sampling technique
Journal of Artificial Intelligence Research
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
A learning method for the class imbalance problem with medical data sets
Computers in Biology and Medicine
How to deal with uncertainty and variability: experience and solutions
SACH'06 Proceedings of the 2006 conference on Arabic and Chinese handwriting recognition
Automatic detection and classification of social events
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Curse of mis-alignment in face recognition: problem and a novel mis-alignment learning solution
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Noisy digit classification with multiple specialist
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
The class imbalance problem in TLC image classification
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
Synthetic on-line signature generation. Part I: Methodology and algorithms
Pattern Recognition
Virtual example synthesis based on PCA for off-line handwritten character recognition
DAS'06 Proceedings of the 7th international conference on Document Analysis Systems
Cut digits classification with k-NN multi-specialist
DAS'06 Proceedings of the 7th international conference on Document Analysis Systems
Off-line cursive script recognition: current advances, comparisons and remaining problems
Artificial Intelligence Review
Web-enhanced object category learning for domestic robots
Intelligent Service Robotics
Training of an on-line handwritten Japanese character recognizer by artificial patterns
Pattern Recognition Letters
k-NN classification of handwritten characters via accelerated GAT correlation
Pattern Recognition
Computer Methods and Programs in Biomedicine
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This paper presents a new approach to off-line, handwritten numeral recognition. From the concept of perturbation due to writing habits and instruments, we propose a recognition method which is able to account for a variety of distortions due to eccentric handwriting. We tested our method on two worldwide standard databases of isolated numerals, namely, CEDAR and NIST, and obtained 99.09 percent and 99.54 percent correct recognition rates at no-rejection level, respectively. The latter result was obtained by testing on more than 170,000 numerals.