DocumentCode
496093
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
Volume
1
fYear
2009
fDate
25-26 July 2009
Firstpage
158
Lastpage
161
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Technology and Computer Science, 2009. ITCS 2009. International Conference on
Conference_Location
Kiev
Print_ISBN
978-0-7695-3688-0
Type
conf
DOI
10.1109/ITCS.2009.40
Filename
5190040
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