Video Text Detection

Tong Lu, Shivakumara Palaiahnakote, Chew Lim Tan, Wenyin Liu (Autoren)

Buch | Softcover

264 Seiten

2016 | Softcover reprint of the original 1st ed. 2014
Springer London Ltd (Verlag)
978-1-4471-7009-9 (ISBN)

Artikel merken

This book presents a systematic introduction to the latest developments in video text detection. Opening with a discussion of the underlying theory and a brief history of video text detection, the text proceeds to cover pre-processing and post-processing techniques, character segmentation and recognition, identification of non-English scripts, techniques for multi-modal analysis and performance evaluation. The detection of text from both natural video scenes and artificially inserted captions is examined. Various applications of the technology are also reviewed, from license plate recognition and road navigation assistance, to sports analysis and video advertising systems. Features: explains the fundamental theory in a succinct manner, supplemented with references for further reading; highlights practical techniques to help the reader understand and develop their own video text detection systems and applications; serves as an easy-to-navigate reference, presenting the material in self-contained chapters.

Dr. Tong Lu is an Associate Professor in the Department of Computer Science and Technology, and a member of the State Key Lab for Novel Software and Technology at Nanjing University, China. Dr. Shivakumara Palaiahnakote is a Senior Lecturer in the Faculty of Computer Science and Information Technology at the University of Malaya, Kuala Lumpur, Malaysia. Dr. Chew Lim Tan is a Professor in the School of Computing at the National University of Singapore. Dr. Wenyin Liu is a Senior Research Fellow and Associate Director of the Multimedia Software Engineering Research Center at City University of Hong Kong.

Introduction to Video Text Detection.- Video Pre-Processing.- Video Caption Detection.- Text Detection from Video Scenes.- Post-Processing of Video Text Detection.- Character Segmentation and Recognition.- Video Text Detection Systems.- Script Identification.- Text Detection in Multi-modal Video Analysis.- Performance Evaluation.

Erscheinungsdatum	23.09.2016
Reihe/Serie	Advances in Pattern Recognition
Zusatzinfo	160 Illustrations, black and white; X, 264 p. 160 illus.
Verlagsort	England
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	optical character recognition (OCR) • Stroke Tracking • text detection • video content analysis • Video Text Segmentation
ISBN-10	1-4471-7009-1 / 1447170091
ISBN-13	978-1-4471-7009-9 / 9781447170099
Zustand	Neuware