图像篡改检测定位

已读论文汇总

橘色为A类会议、期刊:
> 黄色为B类会议、期刊:
> 绿色为C类会议、期刊:

Image Tampering

Image Editing

2024

• Exploring Multi-Modal Fusion for Image Manipulation Detection and Localization
• A New Benchmark and Model for Challenging Image Manipulation Detection
• MGQFormer: Mask-Guided Query-Based Transformer for Image Manipulation Localization
• Learning Discriminative Noise Guidance for Image Forgery Detection and Localization
• CatmullRom Splines-Based Regression for Image Forgery Localization
• UnionFormer: Unified-Learning Transformer with Multi-View Representation for Image Manipulation Detection and Localization
• DH-GAN: Image manipulation localization via a dual homology-aware generative adversarial network

2023

• TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization
• CFL-Net: Image Forgery Localization Using Contrastive Learning
• Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning
• Pre-training-free Image Manipulation Localization through Non-Mutually Exclusive Contrastive Learning
• Uncertainty-Uncertainty Learning for Improving Image Manipulation Detection

2022

• PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization [Paper] [Code]
• MVSS-Net: Multi-View Multi-Scale Supervised Networks for Image Manipulation Detection [Paper] [Code]

Tamper Text in Detection

图像中的文本篡改检测问题 (parts of)

• Image-based Freeform Handwriting Authentication with Energy-oriented Self-Supervised Learning
• Generalized Tampered Scene Text Detection in the era of Generative AI
• A Two-Stage Dual-Path Framework for Text Tampering Detection and Recognition (arXiv '24) [Paper]
• CTP-Net: Character Texture Perception Network for Document Image Forgery Localization (arXiv '23) [Paper]
• Toward Real Text Manipulation Detection: New Dataset and New Solution (arXiv '23) [Paper] [Code]
• Towards Robust Tampered Text Detection in Document Image: New dataset and New Solution (CVPR '23) [Paper] [Code]
• Progressive Supervision for Tampering Localization in Document Images (ICONIP '23) [Paper]
• SigScatNet: A Siamese + Scattering based Deep Learning Approach for Signature Forgery Detection and Similarity Assessment (arXiv '23) [Paper]
• Image Generation and Learning Strategy for Deep Document Forgery Detection (arXiv '23) [Paper]
• Forgery-free signature verification with stroke-aware cycle-consistent generative adversarial network (Neurocomputing '22) [Paper] [Code]
• Document Forgery Detection in the Context of Double JPEG Compression (ICPR '22) [Paper]

datasets 下载:

• Casiav2

• tampCOCO

• IMD2020

• FantasticReality

• Casiav1 (创建Casiav1+数据集需要corel数据集)

• corel

• CocoGlide

• Columbia

• COVER

• DSO-1