Image Forensics
31 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
Fusion Transformer with Object Mask Guidance for Image Forgery Analysis
In this work, we introduce OMG-Fuser, a fusion transformer-based network designed to extract information from various forensic signals to enable robust image forgery detection and localization.
Towards Effective Image Forensics via A Novel Computationally Efficient Framework and A New Image Splice Dataset
Secondly, a novel Spatio-Compression Lightweight Splice Detection Framework is proposed for accurate splice detection with minimum computational cost.
An effective image copy-move forgery detection using entropy image
Image forensics has become increasingly important in our daily lives.
Content Bias in Deep Learning Image Age Approximation: A new Approach Towards better Explainability
In the context of temporal image forensics, it is not evident that a neural network, trained on images from different time-slots (classes), exploits solely image age related features.
Pixel-Inconsistency Modeling for Image Manipulation Localization
Digital image forensics plays a crucial role in image authentication and manipulation localization.
CTP-Net: Character Texture Perception Network for Document Image Forgery Localization
We design a Character Texture Stream (CTS) based on optical character recognition to capture features of text areas that are essential components of a document image.
Can Deep Network Balance Copy-Move Forgery Detection and Distinguishment?
Copy-move forgery detection is a crucial research area within digital image forensics, as it focuses on identifying instances where objects in an image are duplicated and placed in different locations.
EXIF as Language: Learning Cross-Modal Associations Between Images and Camera Metadata
We learn a visual representation that captures information about the camera that recorded a given photo.
TriPINet: Tripartite Progressive Integration Network for Image Manipulation Localization
In this paper, we propose a tripartite progressive integration network (TriPINet) for end-to-end image manipulation localization.
Forged Image Detection using SOTA Image Classification Deep Learning Methods for Image Forensics with Error Level Analysis
Forgery of images is sub-category of image forensics and can be detected using Error Level Analysis.
