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Image Forensics

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Showing 1–50 of 108 papers

TitleStatusHype
Can ChatGPT Perform Image Splicing Detection? A Preliminary StudyCode0
Swin Transformer for Robust CGI Images Detection: Intra- and Inter-Dataset Analysis across Multiple Color Spaces—0
FakeScope: Large Multimodal Expert Model for Transparent AI-Generated Image Forensics—0
Camera Model Identification with SPAIR-Swin and Entropy based Non-Homogeneous Patches—0
iFADIT: Invertible Face Anonymization via Disentangled Identity Transform—0
FIRE: Robust Detection of Diffusion-Generated Images via Frequency-Guided Reconstruction ErrorCode1
Is JPEG AI going to change image forensics?Code1
Omni-IML: Towards Unified Image Manipulation Localization—0
A Taxonomy of Miscompressions: Preparing Image Forensics for Neural Compression—0
Swin Transformer for Robust Differentiation of Real and Synthetic Images: Intra- and Inter-Dataset Analysis—0
Digital Image Forensics: A quantitative & qualitative comparison between State-of-the-art-AI and Traditional Techniques for detection and localization of image manipulationsCode0
M^3:Manipulation Mask Manufacturer for Arbitrary-Scale Super-Resolution Mask—0
Recompression Based JPEG Tamper Detection and Localization Using Deep Neural Network Eliminating Compression Factor Dependency—0
Deep Image Restoration For Image Anti-ForensicsCode0
Device (In)Dependence of Deep Learning-based Image Age Approximation—0
Fusion Transformer with Object Mask Guidance for Image Forgery AnalysisCode1
Towards Effective Image Forensics via A Novel Computationally Efficient Framework and A New Image Splice Dataset—0
An Effective Image Copy-Move Forgery Detection Using Entropy InformationCode0
MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and LocalizationCode1
PatchCraft: Exploring Texture Patch for Efficient AI-generated Image DetectionCode1
Towards Exploring Fairness in Visual Transformer based Natural and GAN Image Detection SystemsCode0
Content Bias in Deep Learning Image Age Approximation: A new Approach Towards better Explainability—0
Pixel-Inconsistency Modeling for Image Manipulation Localization—0
Exposing Image Splicing Traces in Scientific Publications via Uncertainty-guided RefinementCode0
Effective Image Tampering Localization via Enhanced Transformer and Co-attention FusionCode1
A Robust Image Forensic Framework Utilizing Multi-Colorspace Enriched Vision Transformer for Distinguishing Natural and Computer-Generated ImagesCode0
CTP-Net: Character Texture Perception Network for Document Image Forgery Localization—0
Can Deep Network Balance Copy-Move Forgery Detection and Distinguishment?—0
EXIF as Language: Learning Cross-Modal Associations Between Images and Camera Metadata—0
TriPINet: Tripartite Progressive Integration Network for Image Manipulation Localization—0
Forged Image Detection using SOTA Image Classification Deep Learning Methods for Image Forensics with Error Level Analysis—0
Digital Image Forensics using Deep LearningCode0
Totems: Physical Objects for Verifying Visual Integrity—0
Comprehensive Dataset of Face Manipulations for Development and Evaluation of Forensic Tools—0
Discovering Transferable Forensic Features for CNN-generated Images DetectionCode1
Dual Stream Computer-Generated Image Detection Network Based On Channel Joint And SoftpoolCode0
Deep Metric Color Embeddings for Splicing Localization in Severely Degraded Images—0
An Architecture for the detection of GAN-generated Flood Images with Localization Capabilities—0
Joint Image Compression and Denoising via Latent-Space Scalability—0
Rethinking Gradient Operator for Exposing AI-enabled Face ForgeriesCode0
Detecting Recolored Image by Spatial Correlation—0
Detection of Tool based Edited Images from Error Level Analysis and Convolutional Neural Network—0
A Principled Design of Image Representation: Towards Forensic TasksCode0
PRNU Based Source Camera Identification for Webcam and Smartphone Videos—0
DMF-Net: Dual-Branch Multi-Scale Feature Fusion Network for copy forgery identification of anti-counterfeiting QR code—0
Unsupervised JPEG Domain Adaptation for Practical Digital Image ForensicsCode0
GCA-Net : Utilizing Gated Context Attention for Improving Image Forgery Localization and Detection—0
Distinguishing Natural and Computer-Generated Images using Multi-Colorspace fused EfficientNetCode0
Seamless Copy Move Manipulation in Digital Images—0
RWN: Robust Watermarking Network for Image Cropping Localization—0
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