DocumentCode :
1343213
Title :
Automatic caption localization in compressed video
Author :
Zhong, Yu ; Zhang, Hongjiang ; Jain, Anil K.
Author_Institution :
Robotics Inst., Carnegie Mellon Univ., Pittsburgh, PA, USA
Volume :
22
Issue :
4
fYear :
2000
fDate :
4/1/2000 12:00:00 AM
Firstpage :
385
Lastpage :
392
Abstract :
We present a method to automatically localize captions in JPEG compressed images and the I-frames of MPEG compressed videos. Caption text regions are segmented from background images using their distinguishing texture characteristics. Unlike previously published methods which fully decompress the video sequence before extracting the text regions, this method locates candidate caption text regions directly in the DCT compressed domain using the intensity variation information encoded in the DCT domain. Therefore, only a very small amount of decoding is required. The proposed algorithm takes about 0.006 second to process a 240×350 image and achieves a recall rate of 99.17 percent while falsely accepting about 1.87 percent nontext DCT blocks on a variety of MPEG compressed videos containing more than 2,300 I-frames
Keywords :
data compression; image segmentation; video coding; 0.006 s; 240 pixel; 350 pixel; 84 kpixel; DCT compressed domain; I-frames; JPEG compressed images; MPEG compressed videos; automatic caption localization; caption text regions; compressed video; intensity variation information; Data mining; Discrete cosine transforms; Image coding; Image edge detection; Image segmentation; Information retrieval; Layout; Transform coding; Video compression; Video sequences;
fLanguage :
English
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on
Publisher :
ieee
ISSN :
0162-8828
Type :
jour
DOI :
10.1109/34.845381
Filename :
845381
Link To Document :
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