Technique for Text Region Detection in Image Processing

Abstract

The image processing is the technique which is applied to process the digital information stored in the image. The OCR is the technique of image processing which will access the optical character information in the image. In the base paper, the technique is applied which will detect the text portion from the input image. The twp step are applied to detect the text portion, in the first back ground information is extracted and in the second step, technique of deep learning is applied which will mark the text region. In the proposed work, SIFT algorithm is applied which will mark the key points for the key description. In the second step, technique of deep learning is applied which will mark the text area in the input image. The proposed and existing algorithms are implemented in MATLAB and it is been analyzed that accuracy of proposed algorithm is more as compared to existing algorithm.