Classification of result analysis for recognition image using preceptron model & text using adaptive resonance theory 1 algorithmic approaches

In this paper works focuses of an application that performs handwritten English character recognition in hand and an image visible by the human eye. The objective of this type of character recognition is a process which is used to recognition the pattern to make the use of visual capabilities to extract handwritten English character and image recognition is taken to further process by preprocessing technique which is based on the recognition with the help of Adaptive Resonance Theory.