Cognitively Inspired Video Text Processing

Palaiahnakote Shivakumara, Umapada Pal (Autoren)

Buch | Softcover

275 Seiten

2022 | 1st ed. 2021
Springer Verlag, Singapore
978-981-16-7071-8 (ISBN)

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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 recognitionin video and natural scene images is an integral part of the system.

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.

Erscheinungsdatum	22.11.2022
Reihe/Serie	Cognitive Intelligence and Robotics
Zusatzinfo	113 Illustrations, color; 38 Illustrations, black and white; X, 275 p. 151 illus., 113 illus. in color.
Verlagsort	Singapore
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Technik ► Elektrotechnik / Energietechnik
ISBN-10	981-16-7071-4 / 9811670714
ISBN-13	978-981-16-7071-8 / 9789811670718
Zustand	Neuware