Robust detection of dehazed images via dual-stream CNNs with adaptive feature fusion

J Chen, G Yang, X Ding, Z Guo, S Wang - Computer Vision and Image …, 2022 - Elsevier
Image dehazing is common post-processing in automatic driving and video surveillance,
which can improve image visual quality. However, it might also be used as an image forgery …

Distinguishing between natural and recolored images via lateral chromatic aberration

Y Yu, N Zheng, T Qiao, M Xu, J Wu - Journal of Visual Communication and …, 2021 - Elsevier
With the development of image colorization technique, the recolored images (RIs) become
more and more authentic, making it very difficult to visually distinguish from natural images …

HDNet: A dual-stream network with progressive fusion for image hazing detection

J Chen, G Yang, M Xia, Z Guo, T Huang - Journal of Information Security …, 2022 - Elsevier
Image hazing refers to artificially adding haze to a clear image to produce a natural haze
effect. However, it might also be used as an image forgery for malicious purposes such as …

Proving Reliability of Image Processing Techniques in Digital Forensics Applications

S Iqbal, W Khan, A Alothaim, A Qamar… - Security and …, 2022 - Wiley Online Library
Binary images have found its place in many applications, such as digital forensics involving
legal documents, authentication of images, digital books, contracts, and text recognition …

Incorporating Ensemble and Transfer Learning For An End-To-End Auto-Colorized Image Detection Model

AS Ragab, SA Taie, HY Abdelnaby - arXiv preprint arXiv:2309.14478, 2023 - arxiv.org
Image colorization is the process of colorizing grayscale images or recoloring an already-
color image. This image manipulation can be used for grayscale satellite, medical and …

Fake Colorized Image Detection Based on Special Image Representation and Transfer Learning

KA Salman, K Shaker, S Al-Janabi - International Journal of …, 2023 - World Scientific
Nowadays, images have become one of the most popular forms of communication as image
editing tools have evolved. Image manipulation, particularly image colorization, has become …

Fake Colorized Image Detection Approaches: A Review

KA Salman, K Shaker, S Al-Janabi - International Journal of Image …, 2023 - World Scientific
Colorization is a process used in image editing in which grayscale images are colored with
realistic colors. Modern techniques of colorization could produce artfully colored images in …