Proposed a combination of MSER(Maximally Stable Extremal Regions) detection followed by SWT(Stroke Width Transform) to improve the accuracy of text localization.
Project link: https://github.com/ArjunKrishnak/Text-Detection-in-Natural-Images-Using-SWT-and-MSER-followed-by-SWT