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