Title :
A Smart Approach for Text Detection, Localization and Extraction in Video Frames
Author :
Shi, Shuicai ; Cheng, Tao ; Xiao, Shibin ; Lv, Xueqiang
Author_Institution :
Chinese Inf. Process. Res. Center, Beijing Inf. Sci. & Technol. Univ., Beijing, China
Abstract :
Information deficiency is a huge problem when researching on video indexing and retrieval. On the other hand, text in video frames implies lots of semantics inherently, and can provide supplemental but important information for video data processing. A smart approach for text detection, localization and extraction in video frames is presented in this paper. Here, block change rate (BCR for short) is imported to realize text detection and localization, and element image division in Lab color space is implied in binary text extraction. The approach has been implemented and tested with a variety of video sources, and the result of experiments is promising.
Keywords :
indexing; text analysis; video retrieval; video signal processing; Lab color space; binary text extraction; block change rate; element image division; information deficiency; smart approach; text detection; text localization; video data processing; video frames; video indexing; video retrieval; video sources; Character recognition; Color; Computer science; Data mining; Indexing; Information technology; Optical character recognition software; Pixel; Text recognition; Video compression; BCR; Binary Text Extraction; Element Image Division; Text Detection; Text Location;
Conference_Titel :
Information Technology and Computer Science, 2009. ITCS 2009. International Conference on
Conference_Location :
Kiev
Print_ISBN :
978-0-7695-3688-0
DOI :
10.1109/ITCS.2009.40