基于SIFT和ORB的云加密图像检索方法

K. S. Bel, I. Shatheesh Sam
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引用次数: 4

摘要

随着图像检索技术的不断发展,我们提出了一种基于加密的图像检索方法,即利用云环境下的局部图像信息SIFT和ORB进行图像检索。在加密图像检索工作中,采用SIFT和ORB提取图像特征。为了在特征上生成保护索引,提出了基于最小哈希算法的随机投影算法。为了保护图像的隐私,采用位置置乱的方法对图像进行加密。该方法的精度可达93%,优于其他方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Encrypted Image Retrieval Method using SIFT and ORB in Cloud
With the increasing development of image retrieval techniques, we proposes an encryption based retrieval of images by the use of local image information SIFT and ORB in the cloud environment. In this encrypted image retrieval work, to extract features of an image by using SIFT, and ORB. To generate the protected index on the features Random Projection with min-hash algorithm is proposed. For preserving the privacy, encrypting the images by using position scrambling method. This proposed method outperformed other methods with the precision of 93%.
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