Modified Quadratic Discriminant Functions and the Application to Chinese Character Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Introduction to statistical pattern recognition (2nd ed.)
Introduction to statistical pattern recognition (2nd ed.)
IEEE Transactions on Pattern Analysis and Machine Intelligence
One-dimensional resampling with inverse and forward mapping functions
Journal of Graphics Tools
Training Invariant Support Vector Machines
Machine Learning
High Accuracy Handwritten Chinese Character Recognition by Improved Feature Matching Method
ICDAR '97 Proceedings of the 4th International Conference on Document Analysis and Recognition
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Handwritten Numeral Recognition Using Gradient and Curvature of Gray Scale Image
ICDAR '99 Proceedings of the Fifth International Conference on Document Analysis and Recognition
Fast SVM Training Algorithm with Decomposition on Very Large Data Sets
IEEE Transactions on Pattern Analysis and Machine Intelligence
A fast parallel optimization for training support vector machine
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
Mathematical symbol recognition with support vector machines
Pattern Recognition Letters
Finding Arbitrary Shaped Clusters for Character Recognition
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Optimal features subset selection and classification for iris recognition
Journal on Image and Video Processing - Regular
Recognition of handwritten Chinese characters by critical region analysis
Pattern Recognition
Optical character recognition based on least square support vector machine
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Iris recognition using genetic algorithms and asymmetrical SVMs
Machine Graphics & Vision International Journal
Engineering Applications of Artificial Intelligence
HuayuNavi: a mobile Chinese learning application based on intelligent character recognition
Edutainment'11 Proceedings of the 6th international conference on E-learning and games, edutainment technologies
An automated vision system for container-code recognition
Expert Systems with Applications: An International Journal
International Journal of Applied Mathematics and Computer Science
A statistical-topological feature combination for recognition of handwritten numerals
Applied Soft Computing
Iris recognition based on zigzag collarette region and asymmetrical support vector machines
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Hi-index | 0.00 |
This paper describes several techniques improving a Chinese character recognition system. Enhanced nonlinear normalization, feature extraction and tuning kernel parameters of support vector machine on a large data set with thousands of classes, contribute to improvement of the overall system performance. The enhanced nonlinear normalization method not only solves the aliasing problem in the original Yamada et al.'s nonlinear normalization method but also avoids the undue stroke distortion in the peripheral region of the normalized image. The support vector machine is for the first time tested on a large data set composed of several million samples and thousands of classes. The recognition system has achieved a high recognition rate of 99.0% on ETL9B, a handwritten Chinese character database.