Forensics feature analysis in quaternion wavelet domain for distinguishing photographic images and computer graphics

J Wang, T Li, YQ Shi, S Lian, J Ye - Multimedia tools and Applications, 2017 - Springer
In this paper, a novel set of features based on Quaternion Wavelet Transform (QWT) is
proposed for digital image forensics. Compared with Discrete Wavelet Transform (DWT) and …

Image origin classification based on social network provenance

R Caldelli, R Becarelli, I Amerini - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Recognizing information about the origin of a digital image has been individuated as a
crucial task to be tackled by the image forensic scientific community. Understanding …

Discrimination of natural images and computer generated graphics based on multi-fractal and regression analysis

F Peng, D Zhou, M Long, X Sun - AEU-International Journal of Electronics …, 2017 - Elsevier
The aim of the work presented in this paper is to discriminate natural images (NI) and
computer generated graphics (CG). The texture differences are analyzed to the residual …

Smartphone fingerprinting combining features of on-board sensors

I Amerini, R Becarelli, R Caldelli… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
Many everyday activities involve the exchange of confidential information through the use of
a smartphone in mobility, ie, sending on e-mail, checking bank account, buying on-line …

A simple and effective image-statistics-based approach to detecting recaptured images from LCD screens

K Wang - Digital Investigation, 2017 - Elsevier
It is now extremely easy to recapture high-resolution and high-quality images from LCD
(Liquid Crystal Display) screens. Recaptured image detection is an important digital forensic …

Identifying photorealistic computer graphics using convolutional neural networks

IJ Yu, DG Kim, JS Park, JU Hou… - … Conference on Image …, 2017 - ieeexplore.ieee.org
As computer graphics technology advances, it is becoming increasingly difficult to determine
whether a given picture was taken by camera or via computer graphics. In this work, we …

Demography-based facial retouching detection using subclass supervised sparse autoencoder

A Bharati, M Vatsa, R Singh… - … IEEE international joint …, 2017 - ieeexplore.ieee.org
Digital retouching of face images is becoming more widespread due to the introduction of
software packages that automate the task. Several researchers have introduced algorithms …

Image visual realism: From human perception to machine computation

S Fan, TT Ng, BL Koenig, JS Herberg… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Visual realism is defined as the extent to which an image appears to people as a photo
rather than computer generated. Assessing visual realism is important in applications like …

Identifying computer-generated portraits: The importance of training and incentives

B Mader, MS Banks, H Farid - Perception, 2017 - journals.sagepub.com
The past two decades have seen remarkable advances in photo-realistic rendering of
everything from inanimate objects to landscapes, animals, and humans. We previously …

Recaptured image forensics based on quality aware and histogram feature

P Yang, R Li, R Ni, Y Zhao - … 2017, Magdeburg, Germany, August 23-25 …, 2017 - Springer
The recaptured images forensics has drawn much attention in forensics community. The
technology can provide some evidences for copyright protection and protect the face …