method: Sams2014-01-21

Authors: Samabia Tehsin

Description: This method uses two effective feature vectors for the classification of the text and nontext objects. First feature vector is represented by the Radon transform of text candidate objects. Second feature vector is derived from the detailed geometrical analysis of text contents. Union of two feature vectors is used for the classification of text and nontext objects using support vector machine (SVM). Details of the work can be found at the following publication.
1. Tehsin, S., Masood, A., Kausar, S., & Javed, Y. A CAPTION TEXT DETECTION METHOD FROM IMAGES/VIDEOS FOR EFFICIENT INDEXING AND RETRIEVAL OF MULTIMEDIA DATA. International Journal of Pattern Recognition and Artificial Intelligence. Vol 29 (1), 2015