MVSS-Net: Multi-View Multi-Scale Supervised Networks for Image Manipulation Detection

16 December 2021

Papers citing "MVSS-Net: Multi-View Multi-Scale Supervised Networks for Image Manipulation Detection"

50 / 54 papers shown

Title
GenPTW: In-Generation Image Watermarking for Provenance Tracing and Tamper Localization Zhenliang Gan Chunya Liu Yichao Tang Binghao Wang Weiqiang Wang Xinpeng Zhang WIGM 67 0 0 28 Apr 2025
Zooming In on Fakes: A Novel Dataset for Localized AI-Generated Image Detection with Forgery Amplification Approach Lvpan Cai Haowei Wang Jiayi Ji YanShu ZhouMen Yiwei Ma Xiaoshuai Sun Liujuan Cao Rongrong Ji ViT 41 0 0 16 Apr 2025
Reinforced Multi-teacher Knowledge Distillation for Efficient General Image Forgery Detection and Localization Zeqin Yu Jiangqun Ni Jian Zhang Haoyi Deng Yuzhen Lin 31 0 0 07 Apr 2025
FakeReasoning: Towards Generalizable Forgery Detection and Reasoning Y. Gao Dongliang Chang Bingyao Yu Haotian Qin Lei Chen Kongming Liang Zhanyu Ma 51 0 0 27 Mar 2025
Context-Aware Weakly Supervised Image Manipulation Localization with SAM Refinement Xinghao Wang Changtao Miao Dianmo Sheng Tao Gong Qi Chu 82 0 0 26 Mar 2025
HRR: Hierarchical Retrospection Refinement for Generated Image Detection Peipei Yuan Zijing Xie Shuo Ye Hong Chen Yulong Wang DiffM 154 1 0 25 Feb 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
VideoShield: Regulating Diffusion-based Video Generation Models via Watermarking Runyi Hu Jingyang Zhang You Li Jiwei Li Qing Guo Han Qiu Tianwei Zhang WIGM VGen 89 5 0 24 Jan 2025
InpDiffusion: Image Inpainting Localization via Conditional Diffusion Models Kai Wang Shaozhang Niu Qixian Hao Jingyang Zhang DiffM 32 0 0 06 Jan 2025
OmniGuard: Hybrid Manipulation Localization via Augmented Versatile Deep Image Watermarking X. Zhang Zecheng Tang Zhipei Xu Runyi Li Youmin Xu Bin Chen Feng Gao Jian Zhang WIGM 95 4 0 02 Dec 2024
Image Forgery Localization via Guided Noise and Multi-Scale Feature Aggregation Y. Niu Pei Chen Lei Zhang Lei Tan Yuxiao Chen 83 1 0 17 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
FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models Zhipei Xu Xuanyu Zhang Runyi Li Zecheng Tang Qing Huang Jian Zhang AAML 45 17 0 03 Oct 2024
A Noise and Edge extraction-based dual-branch method for Shallowfake and Deepfake Localization Deepak Dagar Dinesh Kumar Vishwakarma AAML 24 0 0 02 Sep 2024
Dense Feature Interaction Network for Image Inpainting Localization Ye Yao Tingfeng Han Shan Jia Siwei Lyu 38 1 0 05 Aug 2024
Harmfully Manipulated Images Matter in Multimodal Misinformation Detection Bing Wang Shengsheng Wang C. Li Renchu Guan Ximing Li 32 2 0 27 Jul 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
Trusted Video Inpainting Localization via Deep Attentive Noise Learning Zijie Lou Gang Cao Man Lin AAML 55 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 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
DA-HFNet: Progressive Fine-Grained Forgery Image Detection and Localization Based on Dual Attention Yang Liu Xiaofei Li Jun Zhang Shengze Hu Jun Lei 86 4 0 03 Jun 2024
MALT: Multi-scale Action Learning Transformer for Online Action Detection Zhipeng Yang Ruoyu Wang Yang Tan Liping Xie OffRL 43 1 0 31 May 2024
Multilateral Temporal-view Pyramid Transformer for Video Inpainting Detection Ying Zhang Yuezun Li Bo Peng Jiaran Zhou Huiyu Zhou Junyu Dong 48 0 0 17 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
Learning to Manipulate Artistic Images Wei Guo Yuqi Zhang De Ma Qian Zheng 36 0 0 25 Jan 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 31 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 37 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
Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network Xiao Guo Vishal Asnani Sijia Liu Xiaoming Liu 30 5 0 03 Dec 2023
Progressive Feedback-Enhanced Transformer for Image Forgery Localization Haochen Zhu Gang Cao Xianglin Huang ViT 37 7 0 15 Nov 2023
GreatSplicing: A Semantically Rich Splicing Dataset Xiuli Bi Jiaming Liang 13 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 31 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 34 15 0 30 Sep 2023
UVL: A Unified Framework for Video Tampering Localization Tingliang Feng Xianfeng Zhao Jinchuan Li Yun Cao AAML 29 0 0 28 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 34 23 0 26 Sep 2023
Spatio-temporal Co-attention Fusion Network for Video Splicing Localization Man Lin Gang Cao Zijie Lou 28 1 0 18 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
Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning Yuanhao Zhai Tianyu Luan David Doermann Junsong Yuan 26 16 0 03 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
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
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
Supervised Domain Adaptation for Recognizing Retinal Diseases from Wide-Field Fundus Images Qijie Wei Jingyuan Yang Bo Wang Jinrui Wang Jianchun Zhao ... Niranchana Manivannan Youxin Chen Dayong Ding Jing Zhou Xirong Li 17 2 0 14 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
VADER: Video Alignment Differencing and Retrieval Alexander Black Simon Jenni Tu Bui Md. Mehrab Tanjim Stefano Petrangeli Ritwik Sinha Viswanathan Swaminathan John Collomosse 31 2 0 23 Mar 2023
TriPINet: Tripartite Progressive Integration Network for Image Manipulation Localization Weinan Liang Jing Xu Xiao Jin 22 3 0 25 Dec 2022