DocumentCode :
1650811
Title :
Transparent Text Detection and Background Recovery
Author :
Xinhao Liu ; Chiba, Naoki
Author_Institution :
Grad. Sch. of Sci. & Eng., Tokyo Inst. of Technol., Tokyo, Japan
fYear :
2013
Firstpage :
642
Lastpage :
646
Abstract :
We propose two methods for detecting transparent text in images and recovering the background behind the text. Although text detection in natural scenes is an active research area, most current methods are focused on non-transparent text. To detect transparent text, we developed an adaptive edge detection method for edge-based text detection that can accurately detect text even under low contrast, which is common among transparent text images and a method for recovering the original background content behind the detected transparent text. Experiments using real images show the effectiveness of the proposed methods.
Keywords :
edge detection; image segmentation; text analysis; adaptive edge detection method; background recovery; edge-based text detection; natural scenes; nontransparent text; original background content; transparent text detection; transparent text images; Colored noise; Detectors; Image color analysis; Image edge detection; Image segmentation; Pattern recognition; Robustness;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Pattern Recognition (ACPR), 2013 2nd IAPR Asian Conference on
Conference_Location :
Naha
Type :
conf
DOI :
10.1109/ACPR.2013.57
Filename :
6778397
Link To Document :
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