Robust detection of image operator chain with two-stream convolutional neural network
Many forensic techniques have recently been developed to determine whether an image
has undergone a specific manipulation operation. When multiple consecutive operations are …
has undergone a specific manipulation operation. When multiple consecutive operations are …
Overview of image inpainting and forensic technology
K Liu, J Li, SS Hussain Bukhari - Security and Communication …, 2022 - Wiley Online Library
At present, digital image is the most significant information carrier on the Internet, which
provides convenience for people to exchange information. With the progress of image …
provides convenience for people to exchange information. With the progress of image …
Fake faces identification via convolutional neural network
H Mo, B Chen, W Luo - Proceedings of the 6th ACM workshop on …, 2018 - dl.acm.org
Generative Adversarial Network (GAN) is a prominent generative model that are widely used
in various applications. Recent studies have indicated that it is possible to obtain fake face …
in various applications. Recent studies have indicated that it is possible to obtain fake face …
Optical imaging and image restoration techniques for deep ocean mapping: a comprehensive survey
Visual systems are receiving increasing attention in underwater applications. While the
photogrammetric and computer vision literature so far has largely targeted shallow water …
photogrammetric and computer vision literature so far has largely targeted shallow water …
A bibliography of pixel-based blind image forgery detection techniques
MA Qureshi, M Deriche - Signal Processing: Image Communication, 2015 - Elsevier
With the advent of powerful image editing tools, manipulating images and changing their
content is becoming a trivial task. Now, you can add, change or delete significant information …
content is becoming a trivial task. Now, you can add, change or delete significant information …
Localization of diffusion-based inpainting in digital images
Image inpainting, an image processing technique for restoring missing or damaged image
regions, can be utilized by forgers for removing objects in digital images. Since no obviously …
regions, can be utilized by forgers for removing objects in digital images. Since no obviously …
Identification of various image operations using residual-based features
Image forensics has attracted wide attention during the past decade. However, most existing
works aim at detecting a certain operation, which means that their proposed features usually …
works aim at detecting a certain operation, which means that their proposed features usually …
A full-image full-resolution end-to-end-trainable CNN framework for image forgery detection
Due to limited computational and memory resources, current deep learning models accept
only rather small images in input, calling for preliminary image resizing. This is not a …
only rather small images in input, calling for preliminary image resizing. This is not a …
Contrast enhancement of brightness-distorted images by improved adaptive gamma correction
G Cao, L Huang, H Tian, X Huang, Y Wang… - Computers & Electrical …, 2018 - Elsevier
As an efficient image contrast enhancement (CE) tool, adaptive gamma correction (AGC)
was previously proposed by relating gamma parameter with cumulative distribution function …
was previously proposed by relating gamma parameter with cumulative distribution function …
Fighting fake news: two stream network for deepfake detection via learnable SRM
Benefitting from the development of deep generative networks, modern fake news
generation methods called Deepfake rapidly go viral over the Internet, calling for efficient …
generation methods called Deepfake rapidly go viral over the Internet, calling for efficient …