Cognitively inspired video text processing / Palaiahnakote Shivakumara, Umapada Pal.
2021
QA76.9.T48
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Can lend chapters, not whole ebooks
Details
Title
Cognitively inspired video text processing / Palaiahnakote Shivakumara, Umapada Pal.
ISBN
9789811670695 (electronic bk.)
9811670692 (electronic bk.)
9789811670688 (print)
9811670684
9811670692 (electronic bk.)
9789811670688 (print)
9811670684
Published
Singapore : Springer, 2021.
Language
English
Description
1 online resource (x, 275 pages) : illustrations (some color)
Item Number
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.
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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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Table of Contents
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.
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.