DocumentCode
2543158
Title
A Character Detection Algorithm in DCT Domain for Video
Author
Zhu, Ningbo ; Dai, Weiming ; Yang, Gaobo ; Wang, Gang
Author_Institution
Coll. of Comput. & Commun., Hunan Univ., Changsha, China
fYear
2009
fDate
4-6 Nov. 2009
Firstpage
1
Lastpage
5
Abstract
A DCT-domain based character detection algorithm is proposed for video stream. It utilizes the directional features of the texture in character blocks and the property that the characters in video usually distribute in row or column. The character/non-character blocks are effectively separated by a new adaptive threshold, then the noise and false text regions are further removed by morphological operation. Finally, the text regions are accurately obtained by horizontal and vertical projection. Experimental results demonstrate that the proposed approach can detect characters accurately even in video with complex background , and it is of good robustness and high practical value.
Keywords
adaptive signal processing; character recognition; discrete cosine transforms; image denoising; image segmentation; image texture; video signal processing; video streaming; adaptive threshold; character detection algorithm; discrete cosine transform; false text region removal; morphological operation; noise removal; texture; video stream; Detection algorithms; Discrete cosine transforms; Educational institutions; Information processing; Laboratories; Morphological operations; Noise robustness; Streaming media; TV; Video compression;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 2009. CCPR 2009. Chinese Conference on
Conference_Location
Nanjing
Print_ISBN
978-1-4244-4199-0
Type
conf
DOI
10.1109/CCPR.2009.5344109
Filename
5344109
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