diff --git a/README.md b/README.md index e32fe54..3bf7187 100644 --- a/README.md +++ b/README.md @@ -42,6 +42,7 @@ description: >-
2023 +* [ ] PL-GNet: Pixel Level Global Network for detection and localization of image forgeries _(IMAGE '23)_ **[[Paper](https://www.sciencedirect.com/science/article/pii/S092359652300111X)]** **[[Code](https://github.com/znshi/PL-GNet)]** * [ ] Pixel-Inconsistency Modeling for Image Manipulation Localization _(arXiv '23)_ **[[Paper](https://arxiv.org/abs/2310.00234)]** * [ ] Progressive Feedback-Enhanced Transformer for Image Forgery Localization _(arXiv '23)_ **[[Paper](https://arxiv.org/abs/2311.08910)]** **[[Code(N/A)](https://github.com/multimediaFor/ProFact)]** * [ ] Secondary Labeling A Novel Labeling Strategy for Image Manipulation Detection _(MM '23)_ **[[Paper](https://doi.org/10.1145/3581783.3613839)]** @@ -236,6 +237,7 @@ _Some of the above papers also contain methods to detect tampered images generat **复制移动篡改定位**问题 +* [ ] CMFDFormer: Transformer-based Copy-Move Forgery Detection with Continual Learning _(arXiv '23)_ **[[Paper](https://arxiv.org/abs/2311.13263)]** * [ ] An approach for copy-move image multiple forgery detection based on an optimized pre-trained deep learning model _(KBS '23)_ **[[Paper](https://www.sciencedirect.com/science/article/pii/S0950705123002587)]** * [ ] Image Copy-Move Forgery Detection via Deep Cross-Scale PatchMatch (_ICME '23_) **\[**[**Paper**](https://arxiv.org/abs/2308.04188)**]** * [x] [BusterNet: Detecting Copy-Move Image Forgery with Source/Target Localization](copy-move/busternet.md) (_ECCV '18_) **\[**[**Paper**](http://openaccess.thecvf.com/content\_ECCV\_2018/html/Rex\_Yue\_Wu\_BusterNet\_Detecting\_Copy-Move\_ECCV\_2018\_paper.html)**]** **\[**[**Code**](https://github.com/isi-vista/BusterNet)**]** diff --git a/image-forgery/2023/README.md b/image-forgery/2023/README.md index 214be52..261844f 100644 --- a/image-forgery/2023/README.md +++ b/image-forgery/2023/README.md @@ -1,14 +1,24 @@ # 2023 +* [ ] Pixel-Inconsistency Modeling for Image Manipulation Localization _(arXiv '23)_ **[[Paper](https://arxiv.org/abs/2310.00234)]** +* [ ] Progressive Feedback-Enhanced Transformer for Image Forgery Localization _(arXiv '23)_ **[[Paper](https://arxiv.org/abs/2311.08910)]** **[[Code(N/A)](https://github.com/multimediaFor/ProFact)]** +* [ ] Secondary Labeling A Novel Labeling Strategy for Image Manipulation Detection _(MM '23)_ **[[Paper](https://doi.org/10.1145/3581783.3613839)]** +* [ ] GP-Net: Image Manipulation Detection and Localization via Long-Range Modeling and Transformers (_Appl. Sci. (IF: 2.8, not included in CCFs), MDPI, '23_) **\[[Paper](https://www.mdpi.com/2076-3417/13/21/12053)]** +* [ ] DS-Net: Dual supervision neural network for image manipulation localization _(IET-IPR '23)_ **[[Paper](https://ietresearch.onlinelibrary.wiley.com/doi/abs/10.1049/ipr2.12885)]** +* [ ] Learning to Immunize Images for Tamper Localization and Self Recovery _(TPAMI ‘23)_ **[[Paper](https://arxiv.org/pdf/2210.15902.pdf)]** +* [ ] Semantic-agnostic progressive subtractive network for image manipulation detection and localization _(Neurocomputing '23)_ **[[Paper](https://doi.org/10.1016/j.neucom.2023.126263)]** +* [ ] Towards Effective Image Manipulation Detection with Proposal Contrastive Learning _(TCSVT '23)_ **[[Paper](https://arxiv.org/pdf/2210.08529.pdf)]** **[[Code](https://github.com/Sandy-Zeng/PCL)]** +* [ ] Effective image tampering localization with multi-scale ConvNeXt feature fusion (_JVCIR '23)_ **\[**[**Paper**](https://arxiv.org/abs/2208.13739)**]** **[[Code](https://github.com/multimediaFor/ConvNeXtFF)]** +* [ ] Evading Detection Actively: Toward Anti-Forensics against Forgery Localization (_arXiv '23_) **\[**[**Paper**](https://arxiv.org/abs/2310.10036)**]** **\[**[**Code**](https://github.com/tansq/SEAR)**]** * [ ] Multi-scale attention context-aware network for detection and localization of image splicing: Efficient and robust identification network _(Appl. Intell. 23')_ **\[**[**Paper**](https://link.springer.com/article/10.1007/s10489-022-04421-3)**]** -* [ ] [ReLoc: A Restoration-Assisted Framework for Robust Image Tampering Localization](reloc.md) (_TIFS '23_) **\[**[**Paper**](https://arxiv.org/abs/2211.03930)**]** **\[**[**Code**](https://github.com/ZhuangPeiyu/ReLoc)**]** +* [ ] [ReLoc: A Restoration-Assisted Framework for Robust Image Tampering Localization](image-forgery/2023/reloc.md) (_TIFS '23_) **\[**[**Paper**](https://arxiv.org/abs/2211.03930)**]** **\[**[**Code**](https://github.com/ZhuangPeiyu/ReLoc)**]** * [ ] Image manipulation detection by multiple tampering traces and edge artifact enhancement (_PR '23_) **\[**[**Paper**](https://www.sciencedirect.com/science/article/pii/S0031320322005064)**]** (_EMT-Net_) -* [x] [CFL-Net: Image Forgery Localization Using Contrastive Learning](cfl-net.md) (_WACV '23_) **\[**[**Paper**](https://arxiv.org/abs/2210.02182)**]** **\[**[**Code**](https://github.com/niloy193/CFLNet)**]** -* [x] [TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization](trufor.md) (_CVPR '23_) **\[**[**Paper**](https://arxiv.org/abs/2212.10957)**]** **\[**[**Project**](https://grip-unina.github.io/TruFor/)**]** **\[**[**Code**](https://github.com/grip-unina/TruFor)**]** -* [x] [TBFormer: Two-Branch Transformer for Image Forgery Localization](tbformer.md) (_SPL '23_) **\[**[**Paper**](https://arxiv.org/abs/2302.13004)**]** **\[**[**Code**](https://github.com/free1dom1/tbformer)**]** -* [ ] [Detecting and Grounding Multi-Modal Media Manipulation](dgm4.md) (_CVPR '23_) **\[**[**Paper**](https://arxiv.org/abs/2304.02556)**]** **\[**[**Code**](https://github.com/rshaojimmy/MultiModal-DeepFake)**]** **\[**[**Project**](https://rshaojimmy.github.io/Projects/MultiModal-DeepFake)**]** -* [x] [Hierarchical Fine-Grained Image Forgery Detection and Localization](hifi\_ifdl.md) (_CVPR '23_) **\[**[**Paper**](https://arxiv.org/abs/2303.17111)**]** **\[**[**Code**](https://github.com/CHELSEA234/HiFi\_IFDL)**]** -* [ ] [Edge-aware Regional Message Passing Controller for Image Forgery Localization](ermpc.md) (_CVPR '23_) **\[**[**Paper**](https://openaccess.thecvf.com/content/CVPR2023/papers/Li\_Edge-Aware\_Regional\_Message\_Passing\_Controller\_for\_Image\_Forgery\_Localization\_CVPR\_2023\_paper.pdf)**]** **\[**[**Video**](https://youtu.be/2pDR-hOFcQw)**]** +* [x] [CFL-Net: Image Forgery Localization Using Contrastive Learning](image-forgery/2023/cfl-net.md) (_WACV '23_) **\[**[**Paper**](https://arxiv.org/abs/2210.02182)**]** **\[**[**Code**](https://github.com/niloy193/CFLNet)**]** +* [x] [TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization](image-forgery/2023/trufor.md) (_CVPR '23_) **\[**[**Paper**](https://arxiv.org/abs/2212.10957)**]** **\[**[**Project**](https://grip-unina.github.io/TruFor/)**]** **\[**[**Code**](https://github.com/grip-unina/TruFor)**]** +* [x] [TBFormer: Two-Branch Transformer for Image Forgery Localization](image-forgery/2023/tbformer.md) (_SPL '23_) **\[**[**Paper**](https://arxiv.org/abs/2302.13004)**]** **\[**[**Code**](https://github.com/free1dom1/tbformer)**]** +* [ ] [Detecting and Grounding Multi-Modal Media Manipulation](image-forgery/2023/dgm4.md) (_CVPR '23_) **\[**[**Paper**](https://arxiv.org/abs/2304.02556)**]** **\[**[**Code**](https://github.com/rshaojimmy/MultiModal-DeepFake)**]** **\[**[**Project**](https://rshaojimmy.github.io/Projects/MultiModal-DeepFake)**]** +* [x] [Hierarchical Fine-Grained Image Forgery Detection and Localization](image-forgery/2023/hifi\_ifdl.md) (_CVPR '23_) **\[**[**Paper**](https://arxiv.org/abs/2303.17111)**]** **\[**[**Code**](https://github.com/CHELSEA234/HiFi\_IFDL)**]** +* [ ] [Edge-aware Regional Message Passing Controller for Image Forgery Localization](image-forgery/2023/ermpc.md) (_CVPR '23_) **\[**[**Paper**](https://openaccess.thecvf.com/content/CVPR2023/papers/Li\_Edge-Aware\_Regional\_Message\_Passing\_Controller\_for\_Image\_Forgery\_Localization\_CVPR\_2023\_paper.pdf)**]** **\[**[**Video**](https://youtu.be/2pDR-hOFcQw)**]** * [ ] AutoSplice: A Text-prompt Manipulated Image Dataset for Media Forensics (_CVPRW '23_) **\[**[**Paper**](https://arxiv.org/abs/2304.06870)**]** **\[**[**Dataset**](https://github.com/shanface33/autosplice\_dataset)**]** * [ ] CTP-Net: Character Texture Perception Network for Document Image Forgery Localization (_arXiv '23_) **\[**[**Paper**](https://arxiv.org/abs/2308.02158v1)**]** * [ ] IML-ViT: Image Manipulation Localization by Vision Transformer (_arXiv '23_) **\[**[**Paper**](https://arxiv.org/abs/2307.14863)**]** **\[**[**Code**](https://github.com/SunnyHaze/IML-ViT)**]** @@ -21,4 +31,4 @@ * [ ] Rethinking Image Forgery Detection via Contrastive Learning and Unsupervised Clustering (_arXiv '23_) **\[**[**Paper**](https://arxiv.org/abs/2308.09307)**]** **\[**[**Code**](https://github.com/HighwayWu/FOCAL)**]** * [ ] Pixel-Inconsistency Modeling for Image Manipulation Localization (_arXiv '23_) **\[**[**Paper**](https://arxiv.org/abs/2310.00234)**]** * [ ] Perceptual MAE for Image Manipulation Localization: A High-level Vision Learner Focusing on Low-level Features (_arXiv '23_) **\[**[**Paper**](https://arxiv.org/abs/2310.06525)**]** -* [ ] [On the Security of the One-and-a-Half-Class Classifier for SPAM Feature-Based Image Forensics](spam\_analysis.md) (_TIFS '23_) **(Traditional method, Analysis)** **\[**[**Paper**](https://ieeexplore.ieee.org/abstract/document/10098583/)**]** \ No newline at end of file +* [ ] [On the Security of the One-and-a-Half-Class Classifier for SPAM Feature-Based Image Forensics](image-forgery/2023/spam\_analysis.md) (_TIFS '23_) **(Traditional method, Analysis)** **\[**[**Paper**](https://ieeexplore.ieee.org/abstract/document/10098583/)**]** \ No newline at end of file