Title :
An Approach for Video-Text Extraction Based on Text Traversing Line and Stroke Connectivity
Author :
Wang Zhiming ; Xiao Yu
Author_Institution :
Dongguan Polytech., Guandong, China
Abstract :
In complex background, conventional automatic video-text location methods can not robustly locate text. A robust video-text location method is proposed in this paper. It can be divided into two stages. In the first stage, an unsupervised paradigm based on wavelet is applied to obtain candidate text region. In the second stage, traversing line with its aptitude spectrum is introduced and applied to create boundary for each text line. Experiment demonstrates that our scheme is robust to text of various color, font, sizes in complex image.
Keywords :
text analysis; video signal processing; aptitude spectrum; automatic video-text location methods; robust video-text location method; stroke connectivity; text traversing line connectivity; unsupervised paradigm; video-text extraction; Arithmetic; Feature extraction; Flowcharts; Image edge detection; Image segmentation; Multi-layer neural network; Robustness; Video compression; Wavelet coefficients; Wavelet transforms;
Conference_Titel :
Biomedical Engineering and Computer Science (ICBECS), 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5315-3
DOI :
10.1109/ICBECS.2010.5462313