Textual Content Localization in Video Databases: A Caption Detection Technique - Softcover

Jamil, Akhtar; Siddiqi, Imran

Softcover

ISBN 10: 3848402874 ISBN 13: 9783848402878

Publisher: LAP LAMBERT Academic Publishing, 2012

Synopsis

The textual information extracted from a digital video could be exploited in semantic indexing and retrieval of digital video libraries. A number of such retrieval systems have been researched previously for the detection of text in Latin alphabets. The detection of Urdu caption however, has not been explored as yet.Current book describes a system that will be able to automatically detect and localize Urdu caption text appearing in video sequence such as in news channels. The system uses edge features for text localization. The candidate text regions are then fed into Artificial Neural Network (ANN) for validation. Finally, the text is extracted from validated candidate text regions. The output of this process could be fed to a (Urdu) Optical Character Recognition (OCR) system to recognize textual content in the video images and employ the extracted (key) words to index the video. Users will then be able to query the indexed video library with a given keyword and find all the videos (and occurrences in a video) containing the keyword provided.

About this title

About the Author

Akhtar Jamil is a lecturer in the department of computer science in COMSATS Institute of Information Technology, Abbottabad. He completed his BS in computer science from the University of Karachi, and MS from National University of Sciences and Technology, Rawalpindi, Pakistan.He has published various papers in top conferences.

Edition details

• Publisher: LAP LAMBERT Academic Publishing
• Publication date: 2012
• Language: English
• ISBN 10: 3848402874
• ISBN 13: 9783848402878
• Binding: Paperback
• Number of pages: 108