Title :
Detecting moving text in video using temporal information
Author :
Huang, Weihua ; Shivakumara, Palaiahnakote ; Tan, Chew Lim
Author_Institution :
Sch. of Comput., Nat. Univ. of Singapore, Singapore
Abstract :
This paper presents our work on automatically detecting moving rigid text in digital videos. The temporal information is obtained by dividing a video frame into sub-blocks and calculating inter-frame motion vector for each sub-block. Text blocks are then extracted through both intra-frame classification and inter-frame spatial relationship checking. Unlike previous works, our method achieves both detection and tracking of moving text at the same time. The method works very well detecting scrolling text in news clips and movies, and is robust towards low resolution and complex background. The computational efficiency of the method is also discussed.
Keywords :
image classification; image motion analysis; image resolution; object detection; video signal processing; digital video; image resolution; inter-frame motion vector; inter-frame spatial relationship checking; intra-frame classification; moving rigid text detection; temporal information; video frame; Computational efficiency; Content management; Data mining; Machine assisted indexing; Motion pictures; Robustness; Spatial resolution; Text recognition; Tracking; Trajectory;
Conference_Titel :
Pattern Recognition, 2008. ICPR 2008. 19th International Conference on
Conference_Location :
Tampa, FL
Print_ISBN :
978-1-4244-2174-9
Electronic_ISBN :
1051-4651
DOI :
10.1109/ICPR.2008.4761417