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