Learning JPEG Compression Artifacts for Image Manipulation Detection and Localization

30 August 2021

Papers citing "Learning JPEG Compression Artifacts for Image Manipulation Detection and Localization"

40 / 40 papers shown

Title
ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and Localization Bo Du Xuekang Zhu Xiaochen Ma Chenfan Qu Kaiwen Feng Zhe Yang Chi-Man Pun Jian Liu Jizhe Zhou 21 0 0 16 May 2025
Image Forgery Localization with State Space Models Zijie Lou Gang Cao Kun Guo Shaowei Weng Lifang Yu Mamba 102 1 0 17 Feb 2025
Disharmony: Forensics using Reverse Lighting Harmonization P. W. Shin Jack Sampson Vijaykrishnan Narayanan Andres Marquez Mahantesh Halappanavar DiffM 46 0 0 20 Jan 2025
ForgerySleuth: Empowering Multimodal Large Language Models for Image Manipulation Detection Zhihao Sun Haoran Jiang Haoran Chen Yixin Cao Xipeng Qiu Zuxuan Wu Yu-Gang Jiang 78 2 0 29 Nov 2024
Language-guided Hierarchical Fine-grained Image Forgery Detection and Localization Xiao Guo Xiaohong Liu I. Masi Xiaoming Liu 95 9 0 31 Oct 2024
HRGR: Enhancing Image Manipulation Detection via Hierarchical Region-aware Graph Reasoning Xudong Wang Yuan Li Huiyu Zhou Jiaran Zhou Junyu Dong 44 1 0 29 Oct 2024
ForgeryTTT: Zero-Shot Image Manipulation Localization with Test-Time Training Weihuang Liu Xi Shen Chi-Man Pun Xiaodong Cun ViT 29 2 0 05 Oct 2024
DeCLIP: Decoding CLIP representations for deepfake localization Stefan Smeu Elisabeta Oneata Dan Oneaţă 65 4 0 12 Sep 2024
Dual JPEG Compatibility: a Reliable and Explainable Tool for Image Forensics Etienne Levecque Jan Butora Patrick Bas 30 1 0 30 Aug 2024
Evolution of Detection Performance throughout the Online Lifespan of Synthetic Images Dimitrios Karageorgiou Quentin Bammey Valentin Porcellini Bertrand Goupil Denis Teyssou Symeon Papadopoulos 62 2 0 21 Aug 2024
Mixture-of-Noises Enhanced Forgery-Aware Predictor for Multi-Face Manipulation Detection and Localization Changtao Miao Qi Chu Tao Gong Zhentao Tan Zhenchao Jin Wanyi Zhuang Man Luo Honggang Hu Nenghai Yu CVBM 54 1 0 05 Aug 2024
Dense Feature Interaction Network for Image Inpainting Localization Ye Yao Tingfeng Han Shan Jia Siwei Lyu 33 1 0 05 Aug 2024
TGIF: Text-Guided Inpainting Forgery Dataset Hannes Mareen Dimitrios Karageorgiou Glenn Van Wallendael Peter Lambert Symeon Papadopoulos DiffM 48 4 0 16 Jul 2024
M^3:Manipulation Mask Manufacturer for Arbitrary-Scale Super-Resolution Mask Xinyu Yang Xiaochen Ma Xuekang Zhu Bo Du Lei Su Bingkui Tong Zeyu Lei Jizhe Zhou 32 0 0 04 Jul 2024
GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization Yuxiao Chen X. Huang Quan Zhang Wei Li Mingjian Zhu ... Hanting Chen Hailin Hu J. Yang Wei Liu Jie Hu EGVM 61 1 0 24 Jun 2024
Exploring Multi-view Pixel Contrast for General and Robust Image Forgery Localization Zijie Lou Gang Cao Kun Guo Haochen Zhu Lifang Yu 48 5 0 19 Jun 2024
IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization Xiaochen Ma Xuekang Zhu Lei Su Bo Du Zhuohang Jiang ... Zeyu Lei Xinyu Yang Chi-Man Pun Jiancheng Lv Jizhe Zhou VLM 32 10 0 15 Jun 2024
Detecting AI-Generated Images via CLIP A. G. Moskowitz T. Gaona J. Peterson VLM 24 3 0 12 Apr 2024
Deep Image Composition Meets Image Forgery Eren Tahir Mert Bal 28 2 0 03 Apr 2024
Fusion Transformer with Object Mask Guidance for Image Forgery Analysis Dimitrios Karageorgiou Giorgos Kordopatis-Zilos Symeon Papadopoulos ViT 28 5 0 18 Mar 2024
PROMPT-IML: Image Manipulation Localization with Pre-trained Foundation Models Through Prompt Tuning Xuntao Liu Yuzhou Yang Qichao Ying Zhenxing Qian Xinpeng Zhang Sheng Li VLM 23 4 0 01 Jan 2024
EditGuard: Versatile Image Watermarking for Tamper Localization and Copyright Protection Xuanyu Zhang Runyi Li Jiwen Yu You-song Xu Weiqi Li Jian Zhang WIGM 39 45 0 12 Dec 2023
Toward Real Text Manipulation Detection: New Dataset and New Solution Dongliang Luo Yuliang Liu Rui Yang Xianjin Liu Jishen Zeng Yu Zhou Xiang Bai 35 3 0 12 Dec 2023
UPOCR: Towards Unified Pixel-Level OCR Interface Dezhi Peng Zhenhua Yang Jiaxin Zhang Chongyu Liu Yongxin Shi Kai Ding Fengjun Guo Lianwen Jin 34 10 0 05 Dec 2023
Exploring Multi-Modal Fusion for Image Manipulation Detection and Localization Konstantinos Triaridis Vasileios Mezaris 27 5 0 04 Dec 2023
Diffusion models meet image counter-forensics Matías Tailanián Marina Gardella Álvaro Pardo Pablo Musé WIGM 24 4 0 22 Nov 2023
Progressive Feedback-Enhanced Transformer for Image Forgery Localization Haochen Zhu Gang Cao Xianglin Huang ViT 37 7 0 15 Nov 2023
Pixel-Inconsistency Modeling for Image Manipulation Localization Chenqi Kong Anwei Luo Shiqi Wang Haoliang Li Anderson de Rezende Rocha Alex C. Kot AAML 34 15 0 30 Sep 2023
Transferable Adversarial Attack on Image Tampering Localization Yuqi Wang Gang Cao Zijie Lou Haochen Zhu AAML 24 2 0 19 Sep 2023
Effective Image Tampering Localization via Enhanced Transformer and Co-attention Fusion Kun Guo Haochen Zhu Gang Cao ViT 35 10 0 17 Sep 2023
Rethinking Image Forgery Detection via Soft Contrastive Learning and Unsupervised Clustering Haiwei Wu Yiming Chen Jiantao Zhou Yuanman Li 30 10 0 18 Aug 2023
DRAW: Defending Camera-shooted RAW against Image Manipulation Xiaoxiao Hu Qichao Ying Zhenxing Qian Sheng Li Xinpeng Zhang AAML 42 7 0 31 Jul 2023
IML-ViT: Benchmarking Image Manipulation Localization by Vision Transformer Xiaochen Ma Bo Du Zhuohang Jiang Ahmed Y. Al Hammadi Jizhe Zhou 16 7 0 27 Jul 2023
Multi-spectral Class Center Network for Face Manipulation Detection and Localization Changtao Miao Qi Chu Zhentao Tan Zhenchao Jin Tao Gong Wanyi Zhuang Yuehua Wu B. Liu Honggang Hu Nenghai Yu CVBM 47 4 0 18 May 2023
AutoSplice: A Text-prompt Manipulated Image Dataset for Media Forensics Shan Jia Mingzhen Huang Zhou Zhou Yan Ju Jialing Cai Siwei Lyu DiffM 29 29 0 14 Apr 2023
Hierarchical Fine-Grained Image Forgery Detection and Localization Xiao Guo Xiaohong Liu Zhiyuan Ren Steven A. Grosz I. Masi Xiaoming Liu 30 104 0 30 Mar 2023
TriPINet: Tripartite Progressive Integration Network for Image Manipulation Localization Weinan Liang Jing Xu Xiao Jin 22 3 0 25 Dec 2022
TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization Fabrizio Guillaro D. Cozzolino Avneesh Sud Nick Dufour L. Verdoliva 32 99 0 21 Dec 2022
Effective Image Tampering Localization with Multi-Scale ConvNeXt Feature Fusion Haochen Zhu Gang Cao Mo Zhao 28 22 0 29 Aug 2022
SISL:Self-Supervised Image Signature Learning for Splicing Detection and Localization Susmit Agrawal Prabhat Kumar Siddharth Seth T. Parag M. Singh R. Venkatesh Babu 19 10 0 15 Mar 2022