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Image Forensics

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Showing 1–50 of 108 papers

TitleStatusHype
Leveraging Frequency Analysis for Deep Fake Image RecognitionCode1
First Steps Toward Camera Model Identification with Convolutional Neural NetworksCode1
Discovering Transferable Forensic Features for CNN-generated Images DetectionCode1
Fake face detection via adaptive manipulation traces extraction networkCode1
MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and LocalizationCode1
Effective Image Tampering Localization via Enhanced Transformer and Co-attention FusionCode1
PatchCraft: Exploring Texture Patch for Efficient AI-generated Image DetectionCode1
Dissecting Image CropsCode1
Fighting Fake News: Image Splice Detection via Learned Self-ConsistencyCode1
Towards Flexible Blind JPEG Artifacts RemovalCode1
Adversarial Attack on Deep Learning-Based Splice LocalizationCode1
A Survey of Machine Learning Techniques in Adversarial Image ForensicsCode1
Is JPEG AI going to change image forensics?Code1
CNN-based fast source device identificationCode1
Fusion Transformer with Object Mask Guidance for Image Forgery AnalysisCode1
MesoNet: a Compact Facial Video Forgery Detection NetworkCode1
Visual ChiralityCode1
An Adaptive Neural Network for Unsupervised Mosaic Consistency Analysis in Image ForensicsCode1
FIRE: Robust Detection of Diffusion-Generated Images via Frequency-Guided Reconstruction ErrorCode1
A Taxonomy of Miscompressions: Preparing Image Forensics for Neural Compression—0
Content Bias in Deep Learning Image Age Approximation: A new Approach Towards better Explainability—0
Analysis of adversarial attacks against CNN-based image forgery detectors—0
Comprehensive Dataset of Face Manipulations for Development and Evaluation of Forensic Tools—0
A Fast Keypoint Based Hybrid Method for Copy Move Forgery Detection—0
EXIF as Language: Learning Cross-Modal Associations Between Images and Camera Metadata—0
Constrained R-CNN: A general image manipulation detection model—0
Can Deep Network Balance Copy-Move Forgery Detection and Distinguishment?—0
Contrast Enhancement Estimation for Digital Image Forensics—0
Copy-Move Image Forgery Detection Based on Evolving Circular Domains Coverage—0
CTP-Net: Character Texture Perception Network for Document Image Forgery Localization—0
GCA-Net : Utilizing Gated Context Attention for Improving Image Forgery Localization and Detection—0
High dynamic range image forensics using cnn—0
Holistic Image Manipulation Detection using Pixel Co-occurrence Matrices—0
Focus Manipulation Detection via Photometric Histogram Analysis—0
Camera Model Identification with SPAIR-Swin and Entropy based Non-Homogeneous Patches—0
Forensic Discrimination between Traditional and Compressive Imaging Systems—0
Digital Image Forensics vs. Image Composition: An Indirect Arms Race—0
Feature base fusion for splicing forgery detection based on neuro fuzzy—0
Adversarial Learning for Image Forensics Deep Matching with Atrous Convolution—0
Forged Image Detection using SOTA Image Classification Deep Learning Methods for Image Forensics with Error Level Analysis—0
Device (In)Dependence of Deep Learning-based Image Age Approximation—0
Camera-based Image Forgery Localization using Convolutional Neural Networks—0
Device-based Image Matching with Similarity Learning by Convolutional Neural Networks that Exploit the Underlying Camera Sensor Pattern Noise—0
Face Phylogeny Tree Using Basis Functions—0
Application of DenseNet in Camera Model Identification and Post-processing Detection—0
DMF-Net: Dual-Branch Multi-Scale Feature Fusion Network for copy forgery identification of anti-counterfeiting QR code—0
Detection of Tool based Edited Images from Error Level Analysis and Convolutional Neural Network—0
Detecting Recolored Image by Spatial Correlation—0
An Architecture for the detection of GAN-generated Flood Images with Localization Capabilities—0
Detecting GAN-generated Imagery using Color Cues—0
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