Large Vocabulary Recognition of On-Line Handwritten Cursive Words
IEEE Transactions on Pattern Analysis and Machine Intelligence
On-Line and Off-Line Handwriting Recognition: A Comprehensive Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Role of Holistic Paradigms in Handwritten Word Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Segmentation of Bangla Handwritten Text into Characters by Recursive Contour Following
ICDAR '99 Proceedings of the Fifth International Conference on Document Analysis and Recognition
Online Handwritten Indian Script Recognition: A Human Motor Function Based Framework
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 3 - Volume 3
Character Recognition Systems: A Guide for Students and Practitioners
Character Recognition Systems: A Guide for Students and Practitioners
A Fuzzy Technique for Segmentation of Handwritten Bangla Word Images
ICCTA '07 Proceedings of the International Conference on Computing: Theory and Applications
Linear hidden transformations for adaptation of hybrid ANN/HMM models
Speech Communication
Direction Code Based Features for Recognition of Online Handwritten Characters of Bangla
ICDAR '07 Proceedings of the Ninth International Conference on Document Analysis and Recognition - Volume 01
NEUROSVM: An Architecture to Reduce the Effect of the Choice of Kernel on the Performance of SVM
The Journal of Machine Learning Research
Database generation and recognition of online handwritten Bangla characters
Proceedings of the International Workshop on Multilingual OCR
On-line Handwriting Recognition of Indian Scripts - The First Benchmark
ICFHR '10 Proceedings of the 2010 12th International Conference on Frontiers in Handwriting Recognition
Online Bangla Word Recognition Using Sub-Stroke Level Features and Hidden Markov Models
ICFHR '10 Proceedings of the 2010 12th International Conference on Frontiers in Handwriting Recognition
An overview of character recognition focused on off-line handwriting
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Levenshtein distance metric based holistic handwritten word recognition
Proceedings of the 4th International Workshop on Multilingual OCR
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With the increasing popularity of pen-based digital devices, online handwriting recognition has generated potential markets in India. Hand-held devices equipped with pen-based technologies are now affordable to a large section of Indian population. However, till date little research has been done on online handwriting recognition of an Indian script. On the other hand, India is a multilingual country and Bangla is its second most popular language used by nearly 220 million people in India and Bangladesh. Unconstrained handwriting in Bangla is cursive in nature unlike other Indian scripts. Difficulties of designing a recognition system for unconstrained Bangla handwriting are mainly due to the fact that Bangla has a very large alphabet set consisting of nearly 300 shapes many of which are very complex and also there are a large number of shape similar characters. In this article, we describe preliminary results of our recent study on limited vocabulary Bangla cursive handwriting recognition based on somewhat unusual combination of multilayer perceptron (MLP) and support vector machine (SVM) classifiers. We simulated the proposed approach on two vocabularies of sizes 50 and 110 and the recognition performance on these two are comparable.