Robust Image Hashing with Visual Map and SVD

Research Area: Volume 10,Issue 6,Nov., 2021 Year: 2021
Type of Publication: Article Keywords: Image Hashing, Visual Attention Model, SVD, Image Feature
Authors:
  • Hongmei Yu
Journal: IJEIR Volume: 10
Number: 6 Pages: 280-284
Month: November
ISSN: 2277-5668
Abstract:
Image hashing is a short and compact sequence, which can represent image itself. It is an important technology in the field of multimedia information security. At present, image hashing has been widely used in image authentication, image indexing, copy detection, image quality assessment and image watermarking. In this paper, we propose a novel image hashing with visual map and SVD (singular value decomposition). A contribution is feature extraction from image visual map. Since visual attention model can well retain visual region information, desirable discrimination of hashing algorithm is achieved. In addition, hash generation via SVD from visual map ensures good classification performance between robustness and discrimination. The effectiveness of hashing algorithm is validated by two open databases.

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