COMPARATIVE STUDY AND NEW APPROACH MULTI CLASSIFIERS: APPLICATION TO THE RECOGNITION OF ARABIC NUMERALS
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 5, Issue 6
Abstract
Generally, most of the problems of recognition are due to the classification of the feature vectors, or to the mismatch between learning conditions and test, so to improve the robustness of the existing recognition systems, it is necessary to efficient extraction, to reduce these differences between the reference corpus (learning) and test, and finally achieve a reliable and valid comparison. In fact, the task at first is devoted to study and present the different classifications algorithms (classifiers) and fly on the theoretical basis of algorithms recognition, which allows us to address the principle of operation of systems recognition in their totality. And in a second step, we compared the different classification algorithms to identify the advantages and disadvantages of such algorithms, and assess the level and performance of the system already made, to directly filter and keep only the positive side of each method. In the end, an analysis and comparison of the results were made along this work, which has led us to propose a hybrid classifier, and provides us a significant increase in the rate of speech recognition performing a biometric authentication tool powerful enough as possible.
Authors and Affiliations
Abdelmajid LAMKADAM
Keywords
Related Articles
- EP ID EP106988
- DOI 10.5281/zenodo.54645
- Views 85
- Downloads 0
MOSFET Scaling and Small Geometry Effects
There have been proposed several sets of “rules” for scaling, for the purpose of discovering as much as possible the electrical consequences of MOSFET size reduction. Principle am There have been proposed several...
Waste Generation Perspective of Gorakhpur City and Related Waste Treatment Techniques
It will be every beautifull effort to exercise the waste to energy conversion for small cities like Gorakhpur. The present paper basically a small effort to familiarize some thermochemical processes for such citie...
SDRAM CONTROLLER DESIGN FOR DATA ACQUISITION ON XILINX SPARTAN 3E FPGA
In the modern electronics equipments that uses the memory, efficient and High speed memory controllers are must. Memory controllers will control the data flow in all electronic equipments such as Mobile Phones, Com...
TOTAL QUALITY MANAGEMENT IN RESIDENTIAL PROJECT
TQM means Total Quality Management. It means it is an art of managing the whole to achieve excellence. TQM is the integration of all functions and processes within an organization in order to achieve continuous improvem...
EFFECTS OF INITIAL MOISTURE CONTENT AND HEATING RATE ON WHEAT (OAKES) DRYING KINETIC PARAMETERS
The goal of this study was to determine the effects of initial moisture content and heating rate on the drying kinetic parameters of wheat under non-isothermal conditions. Wheat (OAKES) samples at initial moisture...