A review of hashing based image authentication techniques

SA Subhani, RK Karsh, I Mohiul… - Multimedia Tools and …, 2022 - search.proquest.com
In the recent digitization era, image hashing is a key technology, including image
recognition, authentication and manipulation detection, among many multimedia security …

Robust image hashing with tensor decomposition

Z Tang, L Chen, X Zhang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This paper presents a new image hashing that is designed with tensor decomposition (TD),
referred to as TD hashing, where image hash generation is viewed as deriving a compact …

[HTML][HTML] Review of dimension reduction methods

S Nanga, AT Bawah, BA Acquaye, MI Billa… - Journal of Data Analysis …, 2021 - scirp.org
Purpose: This study sought to review the characteristics, strengths, weaknesses variants,
applications areas and data types applied on the various Dimension Reduction techniques …

Perceptual image hashing for content authentication based on convolutional neural network with multiple constraints

C Qin, E Liu, G Feng, X Zhang - IEEE Transactions on Circuits …, 2020 - ieeexplore.ieee.org
In this paper, a novel perceptual image hashing scheme based on convolutional neural
network (CNN) with multiple constraints is proposed, in which our deep hashing network …

Efficient hashing method using 2D-2D PCA for image copy detection

X Liang, Z Tang, Z Huang, X Zhang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Image copy detection is an important technology of copyright protection. This paper
proposes an efficient hashing method for image copy detection using 2D-2D (two-directional …

Motor imagery EEG classification based on flexible analytic wavelet transform

Y You, W Chen, T Zhang - Biomedical Signal Processing and Control, 2020 - Elsevier
Motor imagery electroencephalogram (MI-EEG) based brain-computer interface (BCI) is a
burgeoning auxiliary means to realize rehabilitation therapy. One of the major concerns in …

A decisive content based image retrieval approach for feature fusion in visual and textual images

S Unar, X Wang, C Wang, Y Wang - Knowledge-Based Systems, 2019 - Elsevier
Image content analysis plays a dynamic role in various computer vision applications. These
contents can be either visual (ie color, shape, texture) or the textual (ie text appearing within …

Perceptual hashing with visual content understanding for reduced-reference screen content image quality assessment

Z Huang, S Liu - IEEE Transactions on Circuits and Systems for …, 2020 - ieeexplore.ieee.org
Numerous screen content images (SCIs) have been produced to meet the needs of virtual
desktop and remote display, which put forward a very urgent requirement for security and …

The feature extraction and diagnosis of rolling bearing based on CEEMD and LDWPSO-PNN

F Liu, J Gao, H Liu - Ieee Access, 2020 - ieeexplore.ieee.org
The vibration signals of rolling bearing are often highly nonstationary and nonlinear, and
consequently it is not accurate to extract and identify the characteristics of these signals by …

Perceptual image hashing with locality preserving projection for copy detection

Z Huang, Z Tang, X Zhang, L Ruan… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Perceptual image hashing is an effective and efficient way to identify images in large-scale
databases, where two major performances are robustness and discrimination. A better …