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Image Forensics

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Showing 1–50 of 108 papers

TitleStatusHype
FIRE: Robust Detection of Diffusion-Generated Images via Frequency-Guided Reconstruction ErrorCode1
Is JPEG AI going to change image forensics?Code1
Fusion Transformer with Object Mask Guidance for Image Forgery AnalysisCode1
MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and LocalizationCode1
PatchCraft: Exploring Texture Patch for Efficient AI-generated Image DetectionCode1
Effective Image Tampering Localization via Enhanced Transformer and Co-attention FusionCode1
Discovering Transferable Forensic Features for CNN-generated Images DetectionCode1
Towards Flexible Blind JPEG Artifacts RemovalCode1
Dissecting Image CropsCode1
A Survey of Machine Learning Techniques in Adversarial Image ForensicsCode1
Visual ChiralityCode1
An Adaptive Neural Network for Unsupervised Mosaic Consistency Analysis in Image ForensicsCode1
Fake face detection via adaptive manipulation traces extraction networkCode1
Adversarial Attack on Deep Learning-Based Splice LocalizationCode1
Leveraging Frequency Analysis for Deep Fake Image RecognitionCode1
CNN-based fast source device identificationCode1
MesoNet: a Compact Facial Video Forgery Detection NetworkCode1
Fighting Fake News: Image Splice Detection via Learned Self-ConsistencyCode1
First Steps Toward Camera Model Identification with Convolutional Neural NetworksCode1
Swin Transformer for Robust CGI Images Detection: Intra- and Inter-Dataset Analysis across Multiple Color Spaces—0
Can ChatGPT Perform Image Splicing Detection? A Preliminary StudyCode0
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
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
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
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
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
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
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