Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The recognition of a character begins with analyzing its form and ex- tracting the features that will be exploited for the identification. Primitives can be described as a tool to distinguish an object of one class from another object of another class. It is necessary to define the significant primitives. The size of vector primitives can be large if a large number of primitives are extracted in- cluding redundant and irrelevant features. As a result, the performance of the recognition system becomes poor, and as the number of features increases, so does the computing time. Feature selection, therefore, is required to ensure the selection of a subset of features that gives accurate recognition. In our work  propose a feature selection approach based genetic algorithm to improve the discrimination capacity of the Multilayer Perceptron Neural Networks (MLP).
['Marwa Amara', 'Kamel Zidi']
I am writing a research paper on a idea Arabic Text Recognition Based on Neuro-Genetic Feature Selection Approach
[{"from": "human", "value": "I am writing a research paper on a idea Arabic Text Recognition Based on Neuro-Genetic Feature Selection Approach"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The recognition of a character begins with analyzing its form and ex- tracting the features that will be exploited for the identification. Primitives can be described as a tool to distinguish an object of one class from another object of another class. It is necessary to define the significant primitives. The size of vector primitives can be large if a large number of primitives are extracted in- cluding redundant and irrelevant features. As a result, the performance of the recognition system becomes poor, and as the number of features increases, so does the computing time. Feature selection, therefore, is required to ensure the selection of a subset of features that gives accurate recognition. In our work  propose a feature selection approach based genetic algorithm to improve the discrimination capacity of the Multilayer Perceptron Neural Networks (MLP)."}]