Title :
Automatic caption localization in compressed video
Author :
Yu Zhong ; Hong-Jiang Zhang ; Jain, Anubhav K.
Author_Institution :
Robotics Inst., Carnegie Mellon Univ., Pittsburgh, PA, USA
Abstract :
We present a method to automatically locate captions in MPEG video. Caption text regions are segmented from the background using their distinguishing texture characteristics. This method first locates candidate text regions directly in the DCT compressed domain, and then reconstructs the candidate regions for further refinement in the spatial domain. Therefore, only a small amount of decoding is required. The proposed algorithm achieves about 4.0% false reject rate and less than 5.7% false positive rate on a variety of MPEG compressed video containing more than 42,000 frames.
Keywords :
data compression; image segmentation; video coding; video signal processing; DCT compressed domain; MPEG video; caption localization; compressed video; Content based retrieval; Decoding; Discrete cosine transforms; Image coding; Image edge detection; Image reconstruction; Information retrieval; Robotics and automation; Transform coding; Video compression;
Conference_Titel :
Image Processing, 1999. ICIP 99. Proceedings. 1999 International Conference on
Conference_Location :
Kobe
Print_ISBN :
0-7803-5467-2
DOI :
10.1109/ICIP.1999.822862