Title :
Detecting and retrieving texts from electronic marquees in natural scenes
Author :
Chih-Chang Yu ; Yen-Wen Chung ; Hsu-Yung Cheng
Abstract :
This paper proposed a system which is able to detect the electronic marquee in natural scenes and retrieve the full contents displayed by the electronic marquee automatically. First, the system locates the marquee in natural images by analyzing the optical flow fields of the video sequence. Meanwhile, the starting and ending time of scrolling texts can also be obtained. Then, text blocks are retrieved by the integration of temporal information and geometric projections. Finally, text blocks which have the same contents in adjacent frames are associated together. The full contents displayed by the electronic marquee are reconstructed by rearranging these text blocks. Experiments demonstrate that the proposed method is effective in displaying texts in the electronic marquee regardless of the language or the color of texts.
Keywords :
image reconstruction; image sequences; natural scenes; text detection; video signal processing; content retrieval; electronic marquee detection; geometric projections; natural images; natural scenes; optical flow fields; temporal information; text blocks; text detection; text retrieval; video sequence; Adaptive optics; Computer vision; Consumer electronics; Image motion analysis; Image reconstruction; Optical imaging; TV;
Conference_Titel :
Consumer Electronics (ISCE), 2013 IEEE 17th International Symposium on
Conference_Location :
Hsinchu
Print_ISBN :
978-1-4673-6198-9
DOI :
10.1109/ISCE.2013.6570185