DocumentCode :
177529
Title :
Selective Concealment of Characters for Privacy Protection
Author :
Inai, K. ; Palsson, M. ; Frinken, V. ; Yaokai Feng ; Uchida, S.
Author_Institution :
Kyushu Univ., Fukuoka, Japan
fYear :
2014
fDate :
24-28 Aug. 2014
Firstpage :
333
Lastpage :
338
Abstract :
A method of concealing characters is proposed for degrading legibility of privacy sensitive textual information in natural scene, such as car license plate numbers and name tags. An important property of the proposed method is that it realizes selective concealing of characters, that is, the proposed method degrades legibility of character regions without degrading the quality of non-character regions. This selective concealment is realized because characters have special concealment characteristics. Specifically, character legibility can be degraded by damaging stroke structure by using exemplar-based image in painting, which does not affect non-character regions. Experimental results of qualitative and quantitative evaluations have proven that the selective concealment is practically possible. Furthermore, the quantitative evaluation through a subjective experiment revealed appropriate setups of image in painting for maximizing selective concealment performance.
Keywords :
character recognition; data protection; image recognition; car license plate numbers; character legibility; character regions; exemplar-based image; name tags; natural scene; noncharacter region quality; privacy protection; privacy sensitive textual information; qualitative evaluations; quantitative evaluations; selective character concealment; stroke structure; Feature extraction; Image edge detection; Interpolation; Licenses; Object detection; Privacy; Shape;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Pattern Recognition (ICPR), 2014 22nd International Conference on
Conference_Location :
Stockholm
ISSN :
1051-4651
Type :
conf
DOI :
10.1109/ICPR.2014.66
Filename :
6976777
Link To Document :
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