文章总览 - 9
Rethinking Image Editing Detection in the Era of Generative AI Revolution
Rethinking Image Editing Detection in the Era of Generative AI Revolution

发表于ACMMM 2025,提出了基于图像编辑技术的新数据集。

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EndToEndClustering
EndToEndClustering

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LiDiNet
LiDiNet

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Finding Incompatible Blocks for Reliable JPEG Steganalysis
Finding Incompatible Blocks for Reliable JPEG Steganalysis

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Image-based_Freeform_Handwriting_Authentication_with_Energy-oriented_Self-Supervised_Learning
Image-based_Freeform_Handwriting_Authentication_with_Energy-oriented_Self-Supervised_Learning

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Image Copy-Move Forgery Detection via Deep PatchMatch and Pairwise Ranking Learning
Image Copy-Move Forgery Detection via Deep PatchMatch and Pairwise Ranking Learning

发表于TIP 2024,图像复制-移动伪造检测方向的图像篡改检测方法。

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DiRLoc:Disentanglement Representation Learning for Robust Image Forgery Localization
DiRLoc:Disentanglement Representation Learning for Robust Image Forgery Localization

发表于TDSC2024,针对JPEG压缩导致的性能下降,使用解纠缠的方法,分离出jpeg压缩对篡改痕迹的影响,提出了一种鲁棒的图像伪造定位框架。

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IMDL-BenCo:A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization
IMDL-BenCo:A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization

发表于NeurIPS 2024,因为图像篡改检测没有统一的标准,所以构建一个全面的基准,并且设计了一个框架将部分sota网络集成:Mantra-Net,MVSS-net,CAT-Net,ObjectFormer,PSCC-Net,NCL-IML,Trufor和IML-ViT。

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边界引导
边界引导

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