 Название: Video Text Detection
Автор: Tong Lu (et al.)
Издательство:
Год: 2014
ISBN: 9781447170099
Серия: Advances in Computer Vision and Pattern Recognition
Формат: pdf
Страниц: X, 264
Размер: 10,4 mb
Язык: English
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.
Introduction to Video Text Detection
Lu, Tong (et al.)
Pages 1-18
Video Preprocessing
Lu, Tong (et al.)
Pages 19-47
Video Caption Detection
Lu, Tong (et al.)
Pages 49-80
Text Detection from Video Scenes
Lu, Tong (et al.)
Pages 81-126
Post-processing of Video Text Detection
Lu, Tong (et al.)
Pages 127-144
Character Segmentation and Recognition
Lu, Tong (et al.)
Pages 145-168
Video Text Detection Systems
Lu, Tong (et al.)
Pages 169-193
Script Identification
Lu, Tong (et al.)
Pages 195-219
Text Detection in Multimodal Video Analysis
Lu, Tong (et al.)
Pages 221-246
Performance Evaluation
Lu, Tong (et al.)
Pages 247-254
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