Image Forensics
33 papers with code • 0 benchmarks • 3 datasets
Benchmarks
These leaderboards are used to track progress in Image Forensics
Celeb-DF
StreetStyle
Satire Dataset
Latest papers with no code
Totems: Physical Objects for Verifying Visual Integrity
We introduce a new approach to image forensics: placing physical refractive objects, which we call totems, into a scene so as to protect any photograph taken of that scene.
Comprehensive Dataset of Face Manipulations for Development and Evaluation of Forensic Tools
To this end, we created a challenge dataset of edited facial images to assist the research community in developing novel approaches to address and classify the authenticity of digital media.
Deep Metric Color Embeddings for Splicing Localization in Severely Degraded Images
In our evaluation, we show that the proposed embedding space outperforms the state of the art on images that have been subject to strong compression and downsampling.
An Architecture for the detection of GAN-generated Flood Images with Localization Capabilities
In this paper, we address a new image forensics task, namely the detection of fake flood images generated by ClimateGAN architecture.
Joint Image Compression and Denoising via Latent-Space Scalability
In this paper, we present a learning-based image compression framework where image denoising and compression are performed jointly.
Detecting Recolored Image by Spatial Correlation
In this paper, we try to explore a solution from the perspective of the spatial correlation, which exhibits the generic detection capability for both conventional and deep learning-based recoloring.
Detection of Tool based Edited Images from Error Level Analysis and Convolutional Neural Network
Image Forgery is a problem of image forensics and its detection can be leveraged using Deep Learning.
PRNU Based Source Camera Identification for Webcam and Smartphone Videos
Sensor or camera fingerprints are based on computing the intrinsic noise that is always present in this kind of sensors due to manufacturing imperfections.
DMF-Net: Dual-Branch Multi-Scale Feature Fusion Network for copy forgery identification of anti-counterfeiting QR code
We first analyze the production principle of anti-counterfeiting QR code, and convert the identification of copy forgery to device category forensics, and then a Dual-Branch Multi-Scale Feature Fusion network is proposed.
GCA-Net : Utilizing Gated Context Attention for Improving Image Forgery Localization and Detection
Forensic analysis of manipulated pixels requires the identification of various hidden and subtle features from images.
