Robust Image Hashing Using Image Normalization and SVD Decomposition

被引:0
|
作者
Parrao Hernandez, Ricardo Antoio [1 ]
Miyatake, Marilm Nakano [1 ]
Kurkoski, Brian M. [2 ]
机构
[1] Natl Polytech Inst IPN, SEPI, ESIME Culhuacan, Av Santa Ana 1000, Mexico City 04430, DF, Mexico
[2] Univ Electrocommun, Dept Informat & Commun Engn, Chofushi, Tokyo 1828585, Japan
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中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper introduces the use of image normalization and SVD decomposition hash functions to generate a hash value for a digital image. Image normalization is a technique that has been shown to be robust against different kinds of geometric attacks such as rotation, scaling and flipping. Using image normalization as a preprocessing step we can increase the robustness of the hash by 50% against rotation and scaling compared to without this algorithm.
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页数:4
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