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Authors
Affiliations
1 Department of Electronic and Communication Engineering, Siddaganga Institute of Technology, IN
Source
ICTACT Journal on Image and Video Processing, Vol 7, No 2 (2016), Pagination: 1351-1356
Abstract
An important task in content based video indexing is to extract text information from videos. The challenges involved in text extraction and recognition are variation of illumination on each video frame with text, the text present on the complex background and different font size of the text. Using various image processing algorithms like morphological operations, blob detection and histogram of oriented gradients the character recognition of video subtitles is implemented. Segmentation, feature extraction and classification are the major steps of character recognition. Several experimental results are shown to demonstrate the performance of the proposed algorithm.
Keywords
Character Recognition, Classification, Complex Background, Feature Extraction, Segmentation.
