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PRNU-based Image Forgery Localization with Deep Multi-scale Fusion

https://doi.org/10.1145/3548689
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-1-4614-0757-7_6openalex-snapshot
Sensor Defects in Digital Image Forensic
inferredcites →https://doi.org/10.1007/s11042-016-4153-0openalex-snapshot
Forensics feature analysis in quaternion wavelet domain for distinguishing photographic images and computer graphics
inferredcites →https://doi.org/10.1007/s11042-019-7288-yopenalex-snapshot
Multi-scale segmentation strategies in PRNU-based image tampering localization
inferredcites →https://doi.org/10.1016/j.forsciint.2012.12.018openalex-snapshot
Improved photo response non-uniformity (PRNU) based source camera identification
inferredcites →https://doi.org/10.1049/iet-ipr.2016.0238openalex-snapshot
Splicing image forgery detection using textural features based on the grey level co‐occurrence matrices
inferredcites →https://doi.org/10.1108/ir.1999.04926fae.001openalex-snapshot
Lecture Notes in Computer Science 1205
inferredcites →https://doi.org/10.1109/34.276126openalex-snapshot
Radiometric CCD camera calibration and noise estimation
inferredcites →https://doi.org/10.1109/aiam48774.2019.00053openalex-snapshot
Dynamic Weighted Cross Entropy for Semantic Segmentation with Extremely Imbalanced Data
inferredcites →https://doi.org/10.1109/tcsvt.2016.2599849openalex-snapshot
Identification of Various Image Operations Using Residual-Based Features
inferredcites →https://doi.org/10.1109/tifs.2006.873602openalex-snapshot
Digital Camera Identification From Sensor Pattern Noise
inferredcites →https://doi.org/10.1109/tifs.2007.916285openalex-snapshot
Determining Image Origin and Integrity Using Sensor Noise
inferredcites →https://doi.org/10.1109/tifs.2011.2129512openalex-snapshot
A SIFT-Based Forensic Method for Copy–Move Attack Detection and Transformation Recovery
inferredcites →https://doi.org/10.1109/tifs.2011.2168214openalex-snapshot
Enhancing Source Camera Identification Performance With a Camera Reference Phase Sensor Pattern Noise
inferredcites →https://doi.org/10.1109/tifs.2012.2218597openalex-snapshot
An Evaluation of Popular Copy-Move Forgery Detection Approaches
inferredcites →https://doi.org/10.1109/tifs.2015.2455334openalex-snapshot
Efficient Dense-Field Copy–Move Forgery Detection
inferredcites →https://doi.org/10.1109/tifs.2015.2478748openalex-snapshot
Preprocessing Reference Sensor Pattern Noise via Spectrum Equalization
inferredcites →https://doi.org/10.1109/tifs.2016.2636089openalex-snapshot
Multi-Scale Analysis Strategies in PRNU-Based Tampering Localization
inferredcites →https://doi.org/10.1109/tifs.2019.2916364openalex-snapshot
Noiseprint: A CNN-Based Camera Model Fingerprint
inferredcites →https://doi.org/10.1109/tifs.2020.3009583openalex-snapshot
On Addressing the Impact of ISO Speed Upon PRNU and Forgery Detection
inferredcites →https://doi.org/10.1109/tifs.2021.3070444openalex-snapshot
Image Tampering Localization Using a Dense Fully Convolutional Network
inferredcites →https://doi.org/10.1109/tip.2007.901238openalex-snapshot
Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering
inferredcites →https://doi.org/10.1109/tip.2016.2593583openalex-snapshot
Behavior Knowledge Space-Based Fusion for Copy–Move Forgery Detection
inferredcites →https://doi.org/10.1109/tmm.2020.3026868openalex-snapshot
A Serial Image Copy-Move Forgery Localization Scheme With Source/Target Distinguishment
inferredcites →https://doi.org/10.1109/tpami.2012.213openalex-snapshot
Guided Image Filtering
inferredcites →https://doi.org/10.1111/1556-4029.13017openalex-snapshot
Fast Source Camera Identification Using Content Adaptive Guided Image Filter
inferredcites →https://doi.org/10.1117/12.640109openalex-snapshot
Detecting digital image forgeries using sensor pattern noise
inferredcites →https://doi.org/10.1145/2487268.2487272openalex-snapshot
A generalized tamper localization approach for reversible watermarking algorithms
inferredcites →https://doi.org/10.1145/2713168.2713194openalex-snapshot
RAISE
inferredcites →https://doi.org/10.1145/3077140openalex-snapshot
Secure Cloud-Based Image Tampering Detection and Localization Using POB Number System
inferredcites →https://doi.org/10.1145/3176650openalex-snapshot
Analytical Global Median Filtering Forensics Based on Moment Histograms
inferredcites →https://doi.org/10.1145/3183518openalex-snapshot
Contrast Enhancement Estimation for Digital Image Forensics
inferredcites →https://doi.org/10.1145/3408299openalex-snapshot
Controlling Neural Learning Network with Multiple Scales for Image Splicing Forgery Detection
inferredcites →https://doi.org/10.1186/1687-5281-2014-19openalex-snapshot
A context-adaptive SPN predictor for trustworthy source camera identification
inferredcites →https://doi.org/10.48550/arxiv.1804.02763openalex-snapshot
Comparison of non-linear activation functions for deep neural networks on MNIST classification task

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/s11042-024-19014-0openalex-snapshot
Image manipulation localization using reconstruction attention
inferred← citeshttps://doi.org/10.1016/j.dsp.2024.104901openalex-snapshot
MITD-Net: Multi-scale iterative tamper detection network for image manipulation localization
inferred← citeshttps://doi.org/10.1016/j.engappai.2023.107200openalex-snapshot
DMFF-Net: Double-stream multilevel feature fusion network for image forgery localization
inferred← citeshttps://doi.org/10.1016/j.eswa.2024.125617openalex-snapshot
Unveiling image source: Instance-level camera device linking via context-aware deep Siamese network
inferred← citeshttps://doi.org/10.1016/j.fsidi.2025.301873openalex-snapshot
Video capturing device identification through block-based PRNU matching
inferred← citeshttps://doi.org/10.1016/j.sigpro.2022.108892openalex-snapshot
Latent Features Embedded Dynamic Graph Evolution Deep Clustering Network
inferred← citeshttps://doi.org/10.1049/blc2.12027openalex-snapshot
Blockchain‐based reliable image copyright protection
inferred← citeshttps://doi.org/10.1049/bme2/5687970openalex-snapshot
Deepfake Video Traceability and Authentication via Source Attribution
inferred← citeshttps://doi.org/10.1049/rsn2.70064openalex-snapshot
Explainable Dual‐Stream Attention Network for Image Forgery Detection and Localisation Using Contrastive Learning
inferred← citeshttps://doi.org/10.1049/tje2.12344openalex-snapshot
An operation site security detection method based on point cloud data and improved YOLO algorithm under the architecture of the power internet of things
inferred← citeshttps://doi.org/10.1109/aidlnn65358.2024.00035openalex-snapshot
The Application of AI Video Generation Technology in Virtual Reality (VR) and Augmented Reality (AR)
inferred← citeshttps://doi.org/10.1109/cvprw63382.2024.00438openalex-snapshot
Fusion Transformer with Object Mask Guidance for Image Forgery Analysis
inferred← citeshttps://doi.org/10.1109/icvadv67766.2026.11470339openalex-snapshot
Hybrid Machine Learning Approaches for Passive Blind Image Splicing Forensics
inferred← citeshttps://doi.org/10.1109/jsen.2024.3390418openalex-snapshot
A Family of Methods Based on Automatic Segmentation for Estimating Digital Camera Noise: A Review
inferred← citeshttps://doi.org/10.1109/lsp.2025.3589929openalex-snapshot
Dual-Branch Noise-Guided Network for Image Splicing Forgery Detection
inferred← citeshttps://doi.org/10.1117/1.jei.33.2.023048openalex-snapshot
Double-weighted photo response non-uniformity extraction model based on multi-scale neighborhood shrinkage and structural filtering for YouTube compressed videos
inferred← citeshttps://doi.org/10.1145/3669905openalex-snapshot
Cascaded Adaptive Graph Representation Learning for Image Copy-Move Forgery Detection
inferred← citeshttps://doi.org/10.1145/3686158openalex-snapshot
Cross-Attention Based Two-Branch Networks for Document Image Forgery Localization in the Metaverse
inferred← citeshttps://doi.org/10.1145/3747296openalex-snapshot
Multi-spectral Class Center Network for Face Manipulation Localization
inferred← citeshttps://doi.org/10.21203/rs.3.rs-7741245/v1openalex-snapshot
Leveraging Convolutional and Transformer Synergy for Robust Camera Source Attribution
inferred← citeshttps://doi.org/10.3390/app131910980openalex-snapshot
A Survey of Detection and Mitigation for Fake Images on Social Media Platforms
inferred← citeshttps://doi.org/10.62304/jieet.v3i01openalex-snapshot
inferred← citeshttps://doi.org/10.62304/jieet.v3i01.77openalex-snapshot
A COMPARATIVE REVIEW OF AI-GENERATED IMAGE DETECTION ACROSS SOCIAL MEDIA PLATFORMS
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