On line isolated characters recognition using dynamic Bayesian networks
Joint Authors
Tlemsani, Radwan
Benyettou, Abd al-Qadir
Source
The International Arab Journal of Information Technology
Issue
Vol. 8, Issue 4 (31 Oct. 2011), pp.406-413, 8 p.
Publisher
Publication Date
2011-10-31
Country of Publication
Jordan
No. of Pages
8
Main Subjects
Information Technology and Computer Science
Topics
Abstract EN
In this paper, our system is a Markovien system which we can see it like a Dynamic Bayesian Networks.
One of the major interests of these systems resides in the complete training of the models (topology and parameters) starting from training data.
The representation of knowledge bases on description, by graphs, relations of causality existing between the variables defining the field of study.
The theory of Dynamic Bayesian Networks is a generalization of the Bayesians Networks to the dynamic processes.
Our objective amounts finding the better structure which represents the relationships (dependencies) between the variables of a dynamic bayesian network.
In applications in pattern recognition, one will carry out the fixing of the structure which obliges us to admit some strong assumptions (for example independence between some variables).
American Psychological Association (APA)
Tlemsani, Radwan& Benyettou, Abd al-Qadir. 2011. On line isolated characters recognition using dynamic Bayesian networks. The International Arab Journal of Information Technology،Vol. 8, no. 4, pp.406-413.
https://search.emarefa.net/detail/BIM-266769
Modern Language Association (MLA)
Tlemsani, Radwan& Benyettou, Abd al-Qadir. On line isolated characters recognition using dynamic Bayesian networks. The International Arab Journal of Information Technology Vol. 8, no. 4 (Oct. 2011), pp.406-413.
https://search.emarefa.net/detail/BIM-266769
American Medical Association (AMA)
Tlemsani, Radwan& Benyettou, Abd al-Qadir. On line isolated characters recognition using dynamic Bayesian networks. The International Arab Journal of Information Technology. 2011. Vol. 8, no. 4, pp.406-413.
https://search.emarefa.net/detail/BIM-266769
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 412-413
Record ID
BIM-266769