Cognitively inspired video text processing / Palaiahnakote Shivakumara, Umapada Pal.
Shivakumara, Palaiahnakote, author.; Pal, Umapada, author
2021
QA76.9.T48
Available Online

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Title Cognitively inspired video text processing / Palaiahnakote Shivakumara, Umapada Pal.
Author Shivakumara, Palaiahnakote, author.
ISBN 9789811670695 (electronic bk.)
9811670692 (electronic bk.)
9789811670688 (print)
9811670684
DOI https://doi.org/10.1007/978-981-16-7069-5
Published Singapore : Springer, 2021.
Language English
Description 1 online resource (x, 275 pages) : illustrations (some color)
Other Standard Identifiers 10.1007/978-981-16-7069-5 doi
Call Number QA76.9.T48
Dewey Decimal Classification 006.3/7
Summary As technologies are fast advancing, the importance of text detection and recognition is receiving special attention from the researchers. Thus, one can see several real-time applications of video text processing which requires cognitive-based methods to find a solution. The main applications are (1) retrieving and indexing video based on semantic of the content of the video, (2) machine translation to assist foreigners, (3) assisting blind people to walk on the road freely without aid, (4) automatic vehicle driving, (5) license plate tracing to catch vehicles which violate the traffic signals, (6) monitoring the images posted on social media based on text and content of the images, (7) identifying the location based on the address of the street and shops, etc., (8) tracing players in the sports based on the jersey/bib number or text, and (9) in the same way, tracing the bib number in case of marathon and other events. For the above-mentioned applications, text detection and recognition in video and natural scene images is an integral part of the system.
Bibliography, etc. Note Includes bibliographical references.
Access Note Access limited to authorized users.
Digital File Characteristics text file
PDF
Source of Description Online resource; title from PDF title page (SpringerLink, viewed December 1, 2021).
Added Author Pal, Umapada, author
Series Cognitive intelligence and robotics, 2520-1964
Available in Other Form Cognitively inspired video text processing.
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Chapter 1. Introduction
Chapter 2. Key Text Frame Selection from Video
Chapter 3. Text and Non-Text Frame Classification in Video
Chapter 4. Text Detection in Video
Chapter 5. Text Detection in Images
Chapter 6. Word and Character Segmentation
Chapter 7. Video Text Type Classification
Chapter 8. Video Text Enhancement for Recognition
Chapter 9. Video Text Recognition
Chapter 10. Conclusion and Future Directions.

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