Video Text Detection

AvTong Lu,Shivakumara Palaiahnakote

Inbunden, Engelska, 2014

Del i serien Advances in Computer Vision and Pattern Recognition

581 kr

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Häftad

581 kr

Beskrivning

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.

Produktinformation

Utgivningsdatum:2014-08-11
Mått:155 x 235 x 21 mm
Vikt:582 g
Format:Inbunden
Språk:Engelska
Serie:Advances in Computer Vision and Pattern Recognition
Antal sidor:264
Upplaga:2014
Förlag:Springer London Ltd
ISBN:9781447165149

Utforska kategorier

Systemvetenskap och AI inom Data och IT

Mer om författaren

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.

Innehållsförteckning

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.