Video Text Detection: Advances in Computer Vision and Pattern Recognition
Autor Tong Lu, Shivakumara Palaiahnakote, Chew Lim Tan, Wenyin Liuen Limba Engleză Hardback – 11 aug 2014
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SPRINGER LONDON – 17 sep 2016 | 325.86 lei 6-8 săpt. | |
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SPRINGER LONDON – 11 aug 2014 | 332.01 lei 6-8 săpt. |
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Specificații
ISBN-13: 9781447165149
ISBN-10: 1447165144
Pagini: 272
Ilustrații: X, 264 p. 160 illus.
Dimensiuni: 155 x 235 x 22 mm
Greutate: 0.56 kg
Ediția:2014
Editura: SPRINGER LONDON
Colecția Springer
Seria Advances in Computer Vision and Pattern Recognition
Locul publicării:London, United Kingdom
ISBN-10: 1447165144
Pagini: 272
Ilustrații: X, 264 p. 160 illus.
Dimensiuni: 155 x 235 x 22 mm
Greutate: 0.56 kg
Ediția:2014
Editura: SPRINGER LONDON
Colecția Springer
Seria Advances in Computer Vision and Pattern Recognition
Locul publicării:London, United Kingdom
Public țintă
ResearchCuprins
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.
Notă biografică
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.
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.
Textul de pe ultima copertă
Video text detection provides an efficient approach to the indexing, classification, retrieval and understanding of visual content.
This unique text/reference 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.
Topics and features:
This unique text/reference 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.
Topics and features:
- Explains the fundamental theory in a succinct manner, supplemented with thorough, up-to-date references for further reading
- Highlights practical techniques to help the reader understand and develop their own detection systems and video text-based applications
- Discusses the state of the field from historical progress to the latest cutting-edge developments
- Serves as an easy-to-navigate reference, presenting the material in self-contained chapters
- Reviews the entire process from pre-processing to post-processing, including non-English script detection and advanced multi-modal techniques
Caracteristici
The first book dedicated to video text detection Systematically reviews the latest developments in video text detection methods Provides practical techniques and examples of real-world text detection systems Includes supplementary material: sn.pub/extras