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Image Forgery Localization via Block-Grained Analysis of JPEG Artifacts

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What this work says

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

inferredcites →https://doi.org/10.1007/978-3-540-30114-1_10openalex-snapshot
Statistical Tools for Digital Forensics
inferredcites →https://doi.org/10.1016/j.patcog.2009.03.019openalex-snapshot
Fast, automatic and fine-grained tampered JPEG image detection via DCT coefficient analysis
inferredcites →https://doi.org/10.1017/cbo9780511790423openalex-snapshot
Probability Theory
inferredcites →https://doi.org/10.1049/el:19931288openalex-snapshot
Distribution shape of two-dimensional DCT coefficients of natural images
inferredcites →https://doi.org/10.1109/30.125072openalex-snapshot
The JPEG still picture compression standard
inferredcites →https://doi.org/10.1109/icassp.2007.366211openalex-snapshot
A Novel Method for Detecting Cropped and Recompressed Image Block
inferredcites →https://doi.org/10.1109/icassp.2008.4517946openalex-snapshot
A convolutive mixing model for shifted double JPEG compression with application to passive image authentication
inferredcites →https://doi.org/10.1109/icassp.2011.5946978openalex-snapshot
Improved DCT coefficient analysis for forgery localization in JPEG images
inferredcites →https://doi.org/10.1109/icip.2011.6115848openalex-snapshot
Detection of non-aligned double JPEG compression with estimation of primary compression parameters
inferredcites →https://doi.org/10.1109/iscas.2010.5537505openalex-snapshot
Identification of cut & paste tampering by means of double-JPEG detection and image segmentation
inferredcites →https://doi.org/10.1109/mmsp.2008.4665171openalex-snapshot
Detecting doubly compressed JPEG images by using Mode Based First Digit Features
inferredcites →https://doi.org/10.1109/mmsp.2008.4665184openalex-snapshot
Image tampering detection by blocking periodicity analysis in JPEG compressed images
inferredcites →https://doi.org/10.1109/msp.2008.931079openalex-snapshot
Image forgery detection
inferredcites →https://doi.org/10.1109/tifs.2008.2012215openalex-snapshot
Exposing Digital Forgeries From JPEG Ghosts
inferredcites →https://doi.org/10.1109/tifs.2008.922456openalex-snapshot
Detection of Double-Compression in JPEG Images for Applications in Steganography
inferredcites →https://doi.org/10.1109/tifs.2011.2106121openalex-snapshot
Detecting Recompression of JPEG Images via Periodicity Analysis of Compression Artifacts for Tampering Detection
inferredcites →https://doi.org/10.1109/tifs.2011.2119314openalex-snapshot
Anti-forensics of digital image compression
inferredcites →https://doi.org/10.1109/tifs.2011.2170836openalex-snapshot
Detection of Nonaligned Double JPEG Compression Based on Integer Periodicity Maps
inferredcites →https://doi.org/10.1109/tip.2002.807361openalex-snapshot
Identification of bitmap compression history: jpeg detection and quantizer estimation
inferredcites →https://doi.org/10.1111/j.2517-6161.1977.tb01600.xopenalex-snapshot
Maximum Likelihood from Incomplete Data Via the EM Algorithm
inferredcites →https://doi.org/10.1117/12.704723openalex-snapshot
A generalized Benford's law for JPEG coefficients and its applications in image forensics
inferredcites →https://doi.org/10.1117/12.838888openalex-snapshot
JPEG recompression detection

What points at this work

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

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An Object-Based Splicing Forgery Detection Framework with Noise Features
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MC‐Net: Learning mutually‐complementary features for image manipulation localization
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1-D DCT Domain Analysis for JPEG Double Compression Detection
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Effective Splicing Localization Based on Image Local Statistics
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HFDA-Net: Utilizing High-Frequency Feature and Dual-Attention to Enhance Image Manipulation Detection and Localization
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A Comparative Review of Various Techniques for Image Splicing Detection and Localization
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CNN-based first quantization estimation of double compressed JPEG images
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Multimodal prompt-guided vision transformer for precise image manipulation localization
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GIFT: A Green Image Forgery Tracker
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Learning to localize image forgery using end-to-end attention network
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A review of double compression detection for digital multimedia
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Coarse-to-fine-grained method for image splicing region detection
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Enhanced model for fake image detection (EMFID) using convolutional neural networks with histogram and wavelet based feature extractions
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Uncovering the authorship: Linking media content to social user profiles
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Modified Keypoint-Based Copy Move Area Detection
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Detection of copy-move forgery with deep CNN features using Machine learning Classifier
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An improved first quantization matrix estimation for nonaligned double compressed JPEG images
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Identification of deep network generated images using disparities in color components
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Invariances of JPEG-quantized DCT coefficients and their application in robust image steganography
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Accurate estimation of primary quantisation table with applications to tampering detection
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Revealing the traces of histogram equalisation in digital images
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Siamese convolutional neural network‐based approach towards universal image forensics
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Hybrid machine learning techniques for image forensics
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A Content-Adaptive Median Filtering Detection Using Markov Transition Probability Matrix of Pixel Intensity Residuals
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Forensic Imaging for Art Diagnostics. What Evidence Should We Trust?
inferred← citeshttps://doi.org/10.1088/2631-8695/ae5b37openalex-snapshot
Document image tampering detection and location based on multi-scale feature fusion
inferred← citeshttps://doi.org/10.1093/comjnl/bxu146openalex-snapshot
Exposing Photographic Splicing by Detecting the Inconsistencies in Shadows
inferred← citeshttps://doi.org/10.1109/access.2013.2260814openalex-snapshot
Information Forensics: An Overview of the First Decade
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An Improved Splicing Localization Method by Fully Convolutional Networks
inferred← citeshttps://doi.org/10.1109/access.2018.2883588openalex-snapshot
Image Manipulation Detection and Localization Based on the Dual-Domain Convolutional Neural Networks
inferred← citeshttps://doi.org/10.1109/access.2019.2921324openalex-snapshot
Estimation of Primary Quantization Steps in Double-Compressed JPEG Images Using a Statistical Model of Discrete Cosine Transform
inferred← citeshttps://doi.org/10.1109/access.2019.2922145openalex-snapshot
The Video Authentication and Camera Identification Database: A New Database for Video Forensics
inferred← citeshttps://doi.org/10.1109/access.2019.2934160openalex-snapshot
Detection of Triple JPEG Compressed Color Images
inferred← citeshttps://doi.org/10.1109/access.2019.2963745openalex-snapshot
Constrained Image Splicing Detection and Localization With Attention-Aware Encoder-Decoder and Atrous Convolution
inferred← citeshttps://doi.org/10.1109/access.2020.2970735openalex-snapshot
Deep Learning Local Descriptor for Image Splicing Detection and Localization
inferred← citeshttps://doi.org/10.1109/access.2020.2982620openalex-snapshot
Remote Check Truncation Systems: Vulnerability Analysis and Countermeasures
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A Full-Image Full-Resolution End-to-End-Trainable CNN Framework for Image Forgery Detection
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Digital Image Forensic Approach to Counter the JPEG Anti-Forensic Attacks
inferred← citeshttps://doi.org/10.1109/access.2021.3080576openalex-snapshot
First Quantization Estimation by a Robust Data Exploitation Strategy of DCT Coefficients
inferred← citeshttps://doi.org/10.1109/access.2021.3091161openalex-snapshot
Image Tampering Localization Using Demosaicing Patterns and Singular Value Based Prediction Residue
inferred← citeshttps://doi.org/10.1109/access.2021.3110859openalex-snapshot
Exposing Fake Faces Through Deep Neural Networks Combining Content and Trace Feature Extractors
inferred← citeshttps://doi.org/10.1109/access.2022.3167714openalex-snapshot
MSRD-CNN: Multi-Scale Residual Deep CNN for General-Purpose Image Manipulation Detection
inferred← citeshttps://doi.org/10.1109/access.2022.3188299openalex-snapshot
A Statistical Modeling Framework for DCT Coefficients of Tampered JPEG Images and Forgery Localization
inferred← citeshttps://doi.org/10.1109/access.2022.3206543openalex-snapshot
A Comparative Study of Bayesian and Dempster-Shafer Fusion on Image Forgery Detection
inferred← citeshttps://doi.org/10.1109/access.2023.3264014openalex-snapshot
TransU 2 -Net: A Hybrid Transformer Architecture for Image Splicing Forgery Detection
inferred← citeshttps://doi.org/10.1109/access.2024.3396888openalex-snapshot
Exploiting AC Histogram Statistics for Misalignment Estimation in Double JPEG Compressed Images
inferred← citeshttps://doi.org/10.1109/access.2024.3410974openalex-snapshot
Tri-Path Backbone Network for Image Manipulation Localization
inferred← citeshttps://doi.org/10.1109/access.2024.3413709openalex-snapshot
Dual-Stream Intermediate Fusion Network for Image Forgery Localization
inferred← citeshttps://doi.org/10.1109/access.2025.3560360openalex-snapshot
TALIU: A Novel Decoder and Augmentation Strategy for Boosting Tampered Document Image Detection
inferred← citeshttps://doi.org/10.1109/access.2025.3584395openalex-snapshot
LookupForensics: A Large-Scale Multi-Task Dataset for Multi-Phase Image-Based Fact Verification
inferred← citeshttps://doi.org/10.1109/assic70037.2026.11716869openalex-snapshot
A Hybrid Deep CNN Framework for Deepfake Image Detection using Error Level Analysis and Frequency Domain Learning
inferred← citeshttps://doi.org/10.1109/avss65446.2025.11149941openalex-snapshot
Evaluating Content Consistency in Encoded Images and Videos for Forgery Detection
inferred← citeshttps://doi.org/10.1109/cisat62382.2024.10695399openalex-snapshot
Multi-Scale Supervised Spatio-Channel Aggregation Network for Image Manipulation Detection and Localization
inferred← citeshttps://doi.org/10.1109/cscwd64889.2025.11033390openalex-snapshot
MFDF-IML: Multi-Feature Dynamic Fusion for Image Manipulation Localization
inferred← citeshttps://doi.org/10.1109/csnt.2014.188openalex-snapshot
Resampling Tamper Detection Based on JPEG Double Compression
inferred← citeshttps://doi.org/10.1109/cvpr.2017.203openalex-snapshot
Image Splicing Detection via Camera Response Function Analysis
inferred← citeshttps://doi.org/10.1109/cvpr42600.2020.00505openalex-snapshot
Face X-Ray for More General Face Forgery Detection
inferred← citeshttps://doi.org/10.1109/cvpr42600.2020.01245openalex-snapshot
Learning a Dynamic Map of Visual Appearance
inferred← citeshttps://doi.org/10.1109/cvpr42600.2020.01420openalex-snapshot
An Adaptive Neural Network for Unsupervised Mosaic Consistency Analysis in Image Forensics
inferred← citeshttps://doi.org/10.1109/cvpr46437.2021.00572openalex-snapshot
Face Forensics in the Wild
inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.00671openalex-snapshot
EXIF as Language: Learning Cross-Modal Associations between Images and Camera Metadata
inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.01011openalex-snapshot
Self-Supervised Video Forensics by Audio-Visual Anomaly Detection
inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.01974openalex-snapshot
TruFor: Leveraging All-Round Clues for Trustworthy Image Forgery Detection and Localization
inferred← citeshttps://doi.org/10.1109/cvpr52733.2024.02310openalex-snapshot
PAD: Patch-Agnostic Defense against Adversarial Patch Attacks
inferred← citeshttps://doi.org/10.1109/cvprw.2017.233openalex-snapshot
Localization of JPEG Double Compression Through Multi-domain Convolutional Neural Networks
inferred← citeshttps://doi.org/10.1109/cvprw56347.2022.00012openalex-snapshot
SISL:Self-Supervised Image Signature Learning for Splicing Detection & Localization
inferred← citeshttps://doi.org/10.1109/cvprw59228.2023.00096openalex-snapshot
AutoSplice: A Text-prompt Manipulated Image Dataset for Media Forensics
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