Title :
Automatic text location in images and video frames
Author :
Jain, Anil K. ; Bin Yu
Author_Institution :
Dept. of Comput. Sci., Michigan State Univ., East Lansing, MI, USA
Abstract :
Automatic text location (without character recognition capabilities) deals with extracting image regions that contain text only. The images of these regions can then be fed to an optical character recognition module or highlighted for users. This is very useful in a number of applications such as database indexing and converting paper documents to their electronic versions. The performance of our automatic text location algorithm is shown in several applications. Compared with some traditional text location methods, our method has the following advantages: 1) low computational cost; 2) robust to font size; and 3) high accuracy
Keywords :
database indexing; document image processing; optical character recognition; video signal processing; automatic text location; database indexing; document image processing; image region extraction; multivalued image processing; video frames; Color; Computer science; Costs; High speed optical techniques; Image converters; Image decomposition; Image recognition; Indexing; Optical character recognition software; Text recognition;
Conference_Titel :
Pattern Recognition, 1998. Proceedings. Fourteenth International Conference on
Conference_Location :
Brisbane, Qld.
Print_ISBN :
0-8186-8512-3
DOI :
10.1109/ICPR.1998.711990