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In the industry of Digital Image Processing, Text Recognition is an important task due to the significance of many classical records available today is in the format of paper record. The main objective of such text recognition schemes are transforming the textual records from hard copy to the system oriented records, in which it will be easier to maintain it into the database or any server entities in easy way. This paper is intended to design a novel text recognition using digital images taken from any camera with a set of different pixel densities. In this paper, a Logical Text Classification Strategy (LTCS) is introduced to perform an effective text recognition process using digital images. The proposed LTCS process the input image based on certain characteristics such as: Image Pre-Processing, Segmenting the Image, Extracting the Features, Classification Principle and the Image Post-Processing. These are all the different …