Video text detection / Tong Lu...[et al.].
Material type:
TextSeries: Advances in computer vision and pattern recognitionPublication details: London : Springer-Verlag, c2014.Description: x, 264 p. ; illustrationsISBN: - 9781447165149
- 006.696 23 L926
| Item type | Current library | Call number | Status | Date due | Barcode | Item holds | |
|---|---|---|---|---|---|---|---|
| Books | ISI Library, Kolkata | 006.696 L926 (Browse shelf(Opens below)) | Available | 136348 |
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| 006.696 D392 Data-driven 3D facial animation | 006.696 G633 Warping and morphing of graphical objects | 006.696 G633 Warping and morphing of graphical objects | 006.696 L926 Video text detection / | 006.696 M196 Computer animation : theory and practice | 006.696 R522 H.264 advanced video compression standard | 006.696 T549 Still image and video compression with MATLAB |
Includes bibliographical references and index.
1. Introduction to Video Text Detection --
2. Video Pre-Processing --
3. Video Caption Detection --
4. Text Detection from Video Scenes --
5. Post-Processing of Video Text Detection --
6. Character Segmentation and Recognition --
7. Video Text Detection Systems --
8. Script Identification --
9. Text Detection in Multi-modal Video Analysis --
10. Performance Evaluation--
Index.
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. 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 This accessible yet comprehensive overview of video text detection is essential reading for advanced students and researchers in pattern recognition, document analysis, image processing, video retrieval and related fields.
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