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
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;
Conference_Titel :
Pattern Recognition, 2009. CCPR 2009. Chinese Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-4199-0
DOI :
10.1109/CCPR.2009.5344109