A Review on Intelligent Scene Text Recognition of Natural Images

Abstract

This paper provides an algorithm for detection and reading of a particular text given in natural images. Scene text recognition has inspired a good interest for computer vision community in recent years. In this paper we proposed text recognition method integrating structure-guided character detection of natural images present in surroundings. From the dataset, we manually label and extract the text region. Then next we perform statistical analysis of the text region to determine which image features are reliable indicators of text and have low entropy.We use part-based tree structure to model each category of characters so as to detect and recognize characters simultaneously.