DocumentCode
2762873
Title
Robust extraction of characters from color scene image using mathematical morphology
Author
Gu, Lixu ; Kaneko, Toyohisa ; Tanaka, Naoki ; Haralick, R.M.
Author_Institution
Toyohashi Univ. of Technol., Japan
Volume
2
fYear
1998
fDate
16-20 Aug 1998
Firstpage
1002
Abstract
Current character extraction systems for scene images are not robust for most real-world applications. In contrast, the system present here achieves robust performance by using morphological segmentation. This paper describes a new morphological segmentation algorithm-differential top-hats (DTT). In, addition, a complete system for extraction of characters from color scene images is presented. The system was verified through experiments on sequences of outdoor color images with varying external conditions. A high average extraction rate of 95% is obtained
Keywords
feature extraction; image recognition; image segmentation; mathematical morphology; optical character recognition; transforms; DTT; color scene image; differential top-hat transformations; mathematical morphology; morphological segmentation algorithm; robust character extraction; Layout; Morphology; Robustness;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 1998. Proceedings. Fourteenth International Conference on
Conference_Location
Brisbane, Qld.
ISSN
1051-4651
Print_ISBN
0-8186-8512-3
Type
conf
DOI
10.1109/ICPR.1998.711858
Filename
711858
Link To Document