Robust Image Hashing Using Histogram Reconstruction for Improving Content Preservation Resistance and Discrimination
نویسندگان
چکیده
This paper proposes a new image hashing method, which uses histogram reconstruction to solve the problem of not being sensitive change pixel position, while ensuring robustness algorithm against common content preservation attacks (such as blurring, noise addition and rotation). The proposed can resist arbitrary angles rotation, possibly because reconstructed leverages rotational symmetry its own invariance rotation operations. We measure similarity between different images by calculating Hamming distance hash vectors images. Our experiments show that method performs well in discrimination compared with other established algorithms. In addition, we conduct receiver operating characteristic curve analysis further verify superior overall performance our method.
منابع مشابه
Robust Image Content Authentication Using Perceptual Hashing and Watermarking
Perceptual hashing is a promising tool for multimedia content authentication. Digital watermarking is a convenient way of data hiding. By combining the two, we get a more efficient and versatile solution. In a typical scenario, multimedia data is sent from a server to a client. The corresponding hash value is embedded in the data. The data might undergo incidental distortion and malicious modif...
متن کاملRobust Hashing for Image Authentication Using Zernike Moments, Gabor Wavelets and Histogram Features
For detecting image forgery including removal, insertion, and replacement of objects, and abnormal colour modification and for locating the forged area a robust hashing method is developed. Global, local and histogram features are used in forming the hash sequence. The global features are based on Zernike moments representing luminance and chrominance characteristics of the image. The local fea...
متن کاملCompressed Image Hashing using Minimum Magnitude CSLBP
Image hashing allows compression, enhancement or other signal processing operations on digital images which are usually acceptable manipulations. Whereas, cryptographic hash functions are very sensitive to even single bit changes in image. Image hashing is a sum of important quality features in quantized form. In this paper, we proposed a novel image hashing algorithm for authentication which i...
متن کاملRobust Method for Reversible Image Watermarking Using Histogram Shape Based Method and Wavelet Reconstruction
Nowadays with the rapid development of modern communication networks, information has been transmitted with speeds never seen before. At the same period, illegally manipulated copies of digital media can be easily transmitted and distributed. As a result copyright protection has become an abundant issue in the world wide. Digital watermarking is a promising technique to solve this problem. Whil...
متن کاملRobust Image Hashing
The proliferation of digital images creates problems for managing large image databases, indexing individual images, and protecting intellectual property. This paper introduces a novel image indexing technique that may be called an image hash function. The algorithm uses randomized signal processing strategies for a non-reversible compression of images into random binary strings, and is shown t...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Symmetry
سال: 2023
ISSN: ['0865-4824', '2226-1877']
DOI: https://doi.org/10.3390/sym15051088