A secured distributed detection system based on IPFS and blockchain for industrial image and video data security

R Kumar, R Tripathi, N Marchang, G Srivastava… - Journal of Parallel and …, 2021 - Elsevier
Copyright infringement adversely affects the interest of copyright holders of images and
videos which are uploaded to different websites and peer-to-peer image sharing systems …

RRU-Net: The ringed residual U-Net for image splicing forgery detection

X Bi, Y Wei, B Xiao, W Li - … of the IEEE/CVF Conference on …, 2019 - openaccess.thecvf.com
Detecting a splicing forgery image and then locating the forgery regions is a challenging
task. Some traditional feature extraction methods and convolutional neural network (CNN) …

A comprehensive survey on image authentication for tamper detection with localization

HR Chennamma, B Madhushree - Multimedia Tools and Applications, 2023 - Springer
The data that is stored or transmitted in digital form is susceptible to be attacked. Digital
images are particularly vulnerable to unauthorized access and illicit alterations. As a result …

Image splicing forgery detection combining coarse to refined convolutional neural network and adaptive clustering

B Xiao, Y Wei, X Bi, W Li, J Ma - Information Sciences, 2020 - Elsevier
This paper proposes a splicing forgery detection method with two parts: a coarse-to-refined
convolutional neural network (C2RNet) and diluted adaptive clustering. The proposed …

Perceptual hashing with complementary color wavelet transform and compressed sensing for reduced-reference image quality assessment

M Yu, Z Tang, X Zhang, B Zhong… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Image quality assessment (IQA) is an important task of image processing and has diverse
applications, such as image super-resolution reconstruction, image transmission and …

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 …

DCU-Net: a dual-channel U-shaped network for image splicing forgery detection

H Ding, L Chen, Q Tao, Z Fu, L Dong, X Cui - Neural Computing and …, 2023 - Springer
The detection and location of image splicing forgery are a challenging task in the field of
image forensics. It is to study whether an image contains a suspicious tampered area pasted …

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 …

Datasets, clues and state-of-the-arts for multimedia forensics: An extensive review

A Yadav, DK Vishwakarma - Expert Systems with Applications, 2024 - Elsevier
With the large chunks of social media data being created daily and the parallel rise of
realistic multimedia tampering methods, detecting and localising tampering in images and …

Image splicing forgery detection by combining synthetic adversarial networks and hybrid dense U‐net based on multiple spaces

Y Wei, J Ma, Z Wang, B Xiao… - International Journal of …, 2022 - Wiley Online Library
With the popularity of image editing tools, the originality and information security of images
are facing serious threats. The most common threat is splicing forgery that copies a part of …