Image Analysis Using Mathematical Morphology
IEEE Transactions on Pattern Analysis and Machine Intelligence
On Image Analysis by the Methods of Moments
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatic generation of morphological set recognition algorithms
Automatic generation of morphological set recognition algorithms
Off-Line Cursive Script Word Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
The State of the Art in Online Handwriting Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Character recognition—a review
Pattern Recognition
Links Between Markov Models and Multilayer Perceptrons
IEEE Transactions on Pattern Analysis and Machine Intelligence
Small Sample Size Effects in Statistical Pattern Recognition: Recommendations for Practitioners
IEEE Transactions on Pattern Analysis and Machine Intelligence
The String-to-String Correction Problem
Journal of the ACM (JACM)
Computer Text Recognition and Error Correction
Computer Text Recognition and Error Correction
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Image Analysis and Mathematical Morphology
Image Analysis and Mathematical Morphology
HMM Based On-Line Handwriting Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Lexicon Driven Approach to Handwritten Word Recognition for Real-Time Applications
IEEE Transactions on Pattern Analysis and Machine Intelligence
A structural/statistical feature based vector for handwritten character recognition
Pattern Recognition Letters
Lexicon-Driven Handwritten Word Recognition Using Optimal Linear Combinations of Order Statistics
IEEE Transactions on Pattern Analysis and Machine Intelligence
An HMM-Based Approach for Off-Line Unconstrained Handwritten Word Modeling and Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Postprocessing of Recognized Strings Using Nonstationary Markovian Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
A 2-D HMM method for offline handwritten character recognition
Hidden Markov models
IEEE Transactions on Pattern Analysis and Machine Intelligence
Offline General Handwritten Word Recognition Using an Approximate BEAM Matching Algorithm
IEEE Transactions on Pattern Analysis and Machine Intelligence
Document Image Decoding Using Markov Source Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
An Adaptive Approach to Offline Handwritten Word Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Printed arabic character recognition using HMM
Journal of Computer Science and Technology
Hidden Markov models with states depending on observations
Pattern Recognition Letters
Multisensor triplet Markov chains and theory of evidence
International Journal of Approximate Reasoning
WAMUS'05 Proceedings of the 5th WSEAS International Conference on Wavelet Analysis and Multirate Systems
Handwritten word-spotting using hidden Markov models and universal vocabularies
Pattern Recognition
Handwriting segmentation of Arabic text
SPPRA '08 Proceedings of the Fifth IASTED International Conference on Signal Processing, Pattern Recognition and Applications
A new algorithm for the classification of earthquake damages in structures
SPPRA '08 Proceedings of the Fifth IASTED International Conference on Signal Processing, Pattern Recognition and Applications
Proceedings of the twenty-ninth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Classification of swimming microorganisms motion patterns in 4D digital in-line holography data
Proceedings of the 32nd DAGM conference on Pattern recognition
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
Unsupervised segmentation of hidden semi-Markov non-stationary chains
Signal Processing
Probabilistic management of OCR data using an RDBMS
Proceedings of the VLDB Endowment
Identification of t–s fuzzy classifier via linear matrix inequalities
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Design of t–s fuzzy classifier via linear matrix inequality approach
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
Proceedings of the 2010 international conference on Video Processing and Computational Video
Off-line cursive script recognition: current advances, comparisons and remaining problems
Artificial Intelligence Review
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Because of large variations involved in handwritten words, the recognition problem is very difficult. Hidden Markov models (HMM) have been widely and successfully used in speech processing and recognition. Recently HMM has also been used with some success in recognizing handwritten words with presegmented letters. In this paper, a complete scheme for totally unconstrained handwritten word recognition based on a single contextual hidden Markov model type stochastic network is presented. Our scheme includes a morphology and heuristics based segmentation algorithm, a training algorithm that can adapt itself with the changing dictionary, and a modified Viterbi algorithm which searches for the (l+1)th globally best path based on the previous l best paths. Detailed experiments are carried out and successful recognition results are reported.