Image Hashing Algorithm Based on Mirror Flipping and a Three-Dimensional Space Angle

被引:0
|
作者
Zhao, Yan [1 ]
Liu, Shuai [1 ]
机构
[1] Shanghai Univ Elect Power, Coll Elect & Informat Engn, Shanghai 200090, Peoples R China
基金
中国国家自然科学基金;
关键词
All Open Access; Hybrid Gold; Green;
D O I
10.1155/2021/5349672
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In order to make full use of image flipping information to get comprehensive image features and improve the distinguishing performance of hash algorithm, this paper proposes a new image hashing algorithm based on mirror flipping and a three-dimensional space angle. Firstly, the original image is preprocessed and then combined with mirror flipping image to obtain the new luminance component and opposite color components. Then, we combine new luminance component with the different sizes of structural elements to construct morphological features. The new opposite color components are used to construct a three-dimensional space. The angle between vectors formed by the pixels in the three-dimensional space is computed to construct the space angle features. Finally, the morphological features and space angle features are combined and disturbed to form the final hash sequence. Simulation results show that the algorithm has good security and tamper image recognition accuracy. Compared with some existing algorithms, it has better image classification performance and shorter computation time.
引用
收藏
页数:16
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