Learning Rich Features for Image Manipulation Detection

13 May 2018

Papers citing "Learning Rich Features for Image Manipulation Detection"

50 / 126 papers shown

Title
Image Forgery Localization via Guided Noise and Multi-Scale Feature Aggregation Y. Niu Pei Chen Lei Zhang Lei Tan Y. Chen 67 1 0 17 Nov 2024
Language-guided Hierarchical Fine-grained Image Forgery Detection and Localization Xiao Guo Xiaohong Liu I. Masi Xiaoming Liu 90 9 0 31 Oct 2024
HRGR: Enhancing Image Manipulation Detection via Hierarchical Region-aware Graph Reasoning Xudong Wang Y. Li Huiyu Zhou Jiaran Zhou Junyu Dong 42 1 0 29 Oct 2024
ForgeryGPT: Multimodal Large Language Model For Explainable Image Forgery Detection and Localization Jiawei Li Fanrui Zhang Jiaying Zhu Esther Sun Qiang Zhang Zheng-jun Zha MLLM 44 8 0 14 Oct 2024
Perturb, Attend, Detect and Localize (PADL): Robust Proactive Image Defense Filippo Bartolucci I. Masi G. Lisanti AAML 30 1 0 26 Sep 2024
TMFNet: Two-Stream Multi-Channels Fusion Networks for Color Image Operation Chain Detection Yakun Niu Lei Tan Lei Zhang Xianyu Zuo 15 1 0 12 Sep 2024
A Noise and Edge extraction-based dual-branch method for Shallowfake and Deepfake Localization Deepak Dagar Dinesh Kumar Vishwakarma AAML 13 0 0 02 Sep 2024
FastForensics: Efficient Two-Stream Design for Real-Time Image Manipulation Detection Yangxiang Zhang Yuezun Li Ao Luo Jiaran Zhou Junyu Dong 20 0 0 29 Aug 2024
Generating Automatically Print/Scan Textures for Morphing Attack Detection Applications Juan E. Tapia Maximilian Russo Christoph Busch 46 1 0 18 Aug 2024
PIXELMOD: Improving Soft Moderation of Visual Misleading Information on Twitter Pujan Paudel Chen Ling Jeremy Blackburn Gianluca Stringhini 28 0 0 30 Jul 2024
SWIFT: Semantic Watermarking for Image Forgery Thwarting Gautier Evennou Vivien Chappelier Ewa Kijak Teddy Furon 45 1 0 26 Jul 2024
A Sanity Check for AI-generated Image Detection Shilin Yan Ouxiang Li Jiayin Cai Y. Hao Xiaolong Jiang Yao Hu Weidi Xie VLM 64 20 0 27 Jun 2024
GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization Y. Chen X. Huang Quan Zhang Wei Li Mingjian Zhu ... Hanting Chen Hailin Hu J. Yang W. Liu Jie Hu EGVM 56 1 0 24 Jun 2024
Trusted Video Inpainting Localization via Deep Attentive Noise Learning Zijie Lou Gang Cao Man Lin AAML 42 3 0 19 Jun 2024
Exploring Multi-view Pixel Contrast for General and Robust Image Forgery Localization Zijie Lou Gang Cao Kun Guo Haochen Zhu Lifang Yu 40 5 0 19 Jun 2024
MALT: Multi-scale Action Learning Transformer for Online Action Detection Zhipeng Yang Ruoyu Wang Yang Tan Liping Xie OffRL 38 1 0 31 May 2024
FRRffusion: Unveiling Authenticity with Diffusion-Based Face Retouching Reversal Fengchuang Xing Xiao-Wen Shi Yuan-Gen Wang Chunsheng Yang DiffM 32 0 0 13 May 2024
AED-PADA:Improving Generalizability of Adversarial Example Detection via Principal Adversarial Domain Adaptation Heqi Peng Yun-an Wang Ruijie Yang Beichen Li Rui Wang Yuanfang Guo AAML 29 0 0 19 Apr 2024
FlexEdit: Flexible and Controllable Diffusion-based Object-centric Image Editing Trong-Tung Nguyen Duc A. Nguyen Anh Tran Cuong Pham DiffM 36 7 0 27 Mar 2024
Fusion Transformer with Object Mask Guidance for Image Forgery Analysis Dimitrios Karageorgiou Giorgos Kordopatis-Zilos Symeon Papadopoulos ViT 20 5 0 18 Mar 2024
Towards Effective Image Forensics via A Novel Computationally Efficient Framework and A New Image Splice Dataset Ankit Yadav Dinesh Kumar Vishwakarma 16 0 0 13 Jan 2024
VGA: Vision and Graph Fused Attention Network for Rumor Detection Lin Bai Caiyan Jia Ziying Song Chaoqun Cui 19 0 0 03 Jan 2024
Toward Real Text Manipulation Detection: New Dataset and New Solution Dongliang Luo Yuliang Liu Rui Yang Xianjin Liu Jishen Zeng Yu Zhou Xiang Bai 19 2 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 26 10 0 05 Dec 2023
Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network Xiao Guo Vishal Asnani Sijia Liu Xiaoming Liu 27 5 0 03 Dec 2023
Shadows Don't Lie and Lines Can't Bend! Generative Models don't know Projective Geometry...for now Ayush Sarkar Hanlin Mai Amitabh Mahapatra Svetlana Lazebnik D. A. Forsyth Anand Bhattad GAN 27 34 0 28 Nov 2023
Progressive Feedback-Enhanced Transformer for Image Forgery Localization Haochen Zhu Gang Cao Xianglin Huang ViT 24 7 0 15 Nov 2023
Weakly-supervised deepfake localization in diffusion-generated images Dragos Tantaru Elisabeta Oneata Dan Oneaţă DiffM 34 21 0 08 Nov 2023
Online Detection of AI-Generated Images David C. Epstein Ishan Jain Oliver Wang Richard Y. Zhang 27 53 0 23 Oct 2023
Manipulation Mask Generator: High-Quality Image Manipulation Mask Generation Method Based on Modified Total Variation Noise Reduction Xinyu Yang Jizhe Zhou AAML 9 1 0 23 Oct 2023
Evading Detection Actively: Toward Anti-Forensics against Forgery Localization Long Zhuo Shenghai Luo Shunquan Tan Han Chen Bin Li Jiwu Huang AAML 32 0 0 16 Oct 2023
Perceptual MAE for Image Manipulation Localization: A High-level Vision Learner Focusing on Low-level Features Xiaochen Ma Jizhe Zhou Xiong Xu Zhuohang Jiang Chi-Man Pun 29 0 0 10 Oct 2023
Pixel-Inconsistency Modeling for Image Manipulation Localization Chenqi Kong Anwei Luo Shiqi Wang Haoliang Li Anderson de Rezende Rocha Alex C. Kot AAML 32 14 0 30 Sep 2023
Pre-training-free Image Manipulation Localization through Non-Mutually Exclusive Contrastive Learning Jizhe Zhou Xiaochen Ma Xia Du Ahmed Y. Al Hammadi Wentao Feng VLM SSL 32 23 0 26 Sep 2023
Contrastive Pseudo Learning for Open-World DeepFake Attribution Zhimin Sun Shen Chen Taiping Yao Bangjie Yin Ran Yi Shouhong Ding Lizhuang Ma CVBM 10 21 0 20 Sep 2023
Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning Yuanhao Zhai Tianyu Luan David Doermann Junsong Yuan 16 15 0 03 Sep 2023
That Doesn't Go There: Attacks on Shared State in Multi-User Augmented Reality Applications Carter Slocum Yicheng Zhang Erfan Shayegani Pedram Zaree Nael B. Abu-Ghazaleh Jiasi Chen 28 6 0 17 Aug 2023
TrainFors: A Large Benchmark Training Dataset for Image Manipulation Detection and Localization Soumyaroop Nandi Premkumar Natarajan Wael AbdAlmageed 19 2 0 10 Aug 2023
CTP-Net: Character Texture Perception Network for Document Image Forgery Localization Xin Liao Si-ping Chen Jiaxin Chen Tianyi Wang Xiehua Li 17 2 0 04 Aug 2023
DRAW: Defending Camera-shooted RAW against Image Manipulation Xiaoxiao Hu Qichao Ying Zhenxing Qian Sheng Li Xinpeng Zhang AAML 32 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
HRFNet: High-Resolution Forgery Network for Localizing Satellite Image Manipulation Fahim Faisal Niloy K. Bhaumik Simon S. Woo 16 1 0 20 Jul 2023
Quaternion Convolutional Neural Networks: Current Advances and Future Directions Gerardo Altamirano-Gomez C. Gershenson 18 3 0 17 Jul 2023
Detecting Images Generated by Deep Diffusion Models using their Local Intrinsic Dimensionality P. Lorenz Ricard Durall J. Keuper DiffM 62 33 0 05 Jul 2023
Weakly Supervised Scene Text Generation for Low-resource Languages Yangchen Xie Xinyuan Chen Hongjian Zhan Palaiahankote Shivakumara Bing Yin Cong Liu Yue Lu 16 8 0 25 Jun 2023
RXFOOD: Plug-in RGB-X Fusion for Object of Interest Detection Jin Ma Jinlong Li Qing-Wu Guo Tianyu Zhang Yuewei Lin Hongkai Yu 31 0 0 22 Jun 2023
The Age of Synthetic Realities: Challenges and Opportunities J. P. Cardenuto Jing Yang Rafael Padilha Renjie Wan Daniel Moreira Haoliang Li Shiqi Wang Fernanda A. Andaló Sébastien Marcel Anderson de Rezende Rocha DeLMO 42 29 0 09 Jun 2023
Explicit Visual Prompting for Universal Foreground Segmentations Weihuang Liu Xi Shen Chi-Man Pun Xiaodong Cun VPVLM VLM 22 14 0 29 May 2023
Multimodal Automated Fact-Checking: A Survey Mubashara Akhtar M. Schlichtkrull Zhijiang Guo O. Cocarascu Elena Simperl Andreas Vlachos 26 32 0 22 May 2023
Face Feature Visualisation of Single Morphing Attack Detection Juan Tapia Christoph Busch CVBM 16 6 0 25 Apr 2023