Image Manipulation Detection by Multi-View Multi-Scale Supervision

14 April 2021

Papers citing "Image Manipulation Detection by Multi-View Multi-Scale Supervision"

50 / 71 papers shown

Title
ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and Localization Bo Du Xuekang Zhu Xiaochen Ma Chenfan Qu Kaiwen Feng Zhe Yang Chi-Man Pun Jian Liu Jizhe Zhou 32 0 0 16 May 2025
Rethinking Boundary Detection in Deep Learning-Based Medical Image Segmentation Yi-Mou Lin Dong-Ming Zhang X. B. Fang Yufan Chen K.-T. Cheng Hao Chen 38 0 0 06 May 2025
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
Deep Learning in Concealed Dense Prediction Pancheng Zhao Deng-Ping Fan Shupeng Cheng Salman Khan Fahad Shahbaz Khan David Clifton Peng Xu Jufeng Yang VLM 39 0 0 15 Apr 2025
AnimeDL-2M: Million-Scale AI-Generated Anime Image Detection and Localization in Diffusion Era Chenyang Zhu Xing Zhang Yuyang Sun Ching-Chun Chang Isao Echizen 38 0 0 15 Apr 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
MVFNet: Multipurpose Video Forensics Network using Multiple Forms of Forensic Evidence Tai D. Nguyen Matthew C. Stamm 60 0 0 26 Mar 2025
HRR: Hierarchical Retrospection Refinement for Generated Image Detection Peipei Yuan Zijing Xie Shuo Ye Hong Chen Yulong Wang DiffM 162 1 0 25 Feb 2025
Mesoscopic Insights: Orchestrating Multi-scale & Hybrid Architecture for Image Manipulation Localization Xuekang Zhu Xiaochen Ma Lei Su Zhuohang Jiang Bo Du Xiwen Wang Zeyu Lei Wentao Feng Chi-Man Pun Jizhe Zhou AI4CE 75 4 0 18 Dec 2024
ForgerySleuth: Empowering Multimodal Large Language Models for Image Manipulation Detection Zhihao Sun Haoran Jiang Haoran Chen Yixin Cao Xipeng Qiu Zuxuan Wu Yu-Gang Jiang 78 2 0 29 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
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 59 9 0 14 Oct 2024
DAdEE: Unsupervised Domain Adaptation in Early Exit PLMs Divya J. Bajpai M. Hanawal 33 1 0 06 Oct 2024
ForgeryTTT: Zero-Shot Image Manipulation Localization with Test-Time Training Weihuang Liu Xi Shen Chi-Man Pun Xiaodong Cun ViT 31 2 0 05 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 50 18 0 03 Oct 2024
Learning to Discover Forgery Cues for Face Forgery Detection Jiahe Tian Peng-Wen Chen Cai Yu Xiaomeng Fu Xi Wang Jiao Dai Jizhong Han CVBM AAML 43 6 0 02 Sep 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
Mixture-of-Noises Enhanced Forgery-Aware Predictor for Multi-Face Manipulation Detection and Localization Changtao Miao Qi Chu Tao Gong Zhentao Tan Zhenchao Jin Wanyi Zhuang Man Luo Honggang Hu Nenghai Yu CVBM 59 1 0 05 Aug 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 37 2 0 27 Jul 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 37 10 0 15 Jun 2024
V2A-Mark: Versatile Deep Visual-Audio Watermarking for Manipulation Localization and Copyright Protection Xuanyu Zhang You-song Xu Runyi Li Jiwen Yu Weiqi Li Zhipei Xu Jian Zhang VGen 54 16 0 25 Apr 2024
Detecting AI-Generated Images via CLIP A. G. Moskowitz T. Gaona J. Peterson VLM 34 3 0 12 Apr 2024
Deepfake Generation and Detection: A Benchmark and Survey Gan Pei Jiangning Zhang Menghan Hu Zhenyu Zhang Chengjie Wang Yunsheng Wu Guangtao Zhai Jian Yang Chunhua Shen Dacheng Tao 57 27 0 26 Mar 2024
Recent Advances in Digital Image and Video Forensics, Anti-forensics and Counter Anti-forensics Maryam Al-Fehani Saif M. Al-Kuwari DiffM AAML 36 3 0 03 Feb 2024
Learning to Manipulate Artistic Images Wei Guo Yuqi Zhang De Ma Qian Zheng 41 0 0 25 Jan 2024
Towards Effective Image Forensics via A Novel Computationally Efficient Framework and A New Image Splice Dataset Ankit Yadav Dinesh Kumar Vishwakarma 24 0 0 13 Jan 2024
A Visually Attentive Splice Localization Network with Multi-Domain Feature Extractor and Multi-Receptive Field Upsampler Ankit Yadav Dinesh Kumar Vishwakarma 22 2 0 13 Jan 2024
Generalized Deepfakes Detection with Reconstructed-Blended Images and Multi-scale Feature Reconstruction Network Yuyang Sun H. Nguyen Chun-Shien Lu ZhiYong Zhang Lu Sun Isao Echizen CVBM 55 2 0 13 Dec 2023
EditGuard: Versatile Image Watermarking for Tamper Localization and Copyright Protection Xuanyu Zhang Runyi Li Jiwen Yu You-song Xu Weiqi Li Jian Zhang WIGM 44 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 42 3 0 12 Dec 2023
Exploring Multi-Modal Fusion for Image Manipulation Detection and Localization Konstantinos Triaridis Vasileios Mezaris 35 5 0 04 Dec 2023
Rethinking Image Editing Detection in the Era of Generative AI Revolution Zhihao Sun Haipeng Fang Xinying Zhao Danding Wang Juan Cao 38 8 0 29 Nov 2023
A New Benchmark and Model for Challenging Image Manipulation Detection Zhenfei Zhang Mingyang Li Ming-Ching Chang 35 9 0 23 Nov 2023
Image Generation and Learning Strategy for Deep Document Forgery Detection Yamato Okamoto Osada Genki Iu Yahiro Rintaro Hasegawa Peifei Zhu Hirokatsu Kataoka AAML 36 0 0 07 Nov 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
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
Transferable Adversarial Attack on Image Tampering Localization Yuqi Wang Gang Cao Zijie Lou Haochen Zhu AAML 30 2 0 19 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
M3Dsynth: A dataset of medical 3D images with AI-generated local manipulations Giada Zingarini D. Cozzolino Riccardo Corvi Giovanni Poggi L. Verdoliva DiffM MedIm 19 7 0 14 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
TrainFors: A Large Benchmark Training Dataset for Image Manipulation Detection and Localization Soumyaroop Nandi Premkumar Natarajan Wael AbdAlmageed 32 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 27 2 0 04 Aug 2023
COMICS: End-to-end Bi-grained Contrastive Learning for Multi-face Forgery Detection Cong Zhang H. Qi Shuhui Wang Yuezun Li Siwei Lyu CVBM 46 6 0 03 Aug 2023
DRAW: Defending Camera-shooted RAW against Image Manipulation Xiaoxiao Hu Qichao Ying Zhenxing Qian Sheng Li Xinpeng Zhang AAML 47 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
RetouchingFFHQ: A Large-scale Dataset for Fine-grained Face Retouching Detection Qichao Ying Jiaxin Liu Sheng Li Haisheng Xu Zhenxing Qian Xinpeng Zhang CVBM 34 7 0 20 Jul 2023
Multi-spectral Class Center Network for Face Manipulation Detection and Localization Changtao Miao Qi Chu Zhentao Tan Zhenchao Jin Tao Gong Wanyi Zhuang Yuehua Wu B. Liu Honggang Hu Nenghai Yu CVBM 52 4 0 18 May 2023
Rethinking Boundary Detection in Deep Learning Models for Medical Image Segmentation Yi-Mou Lin Dong-Ming Zhang Xiaori Fang Yufan Chen Kwang-Ting Cheng Hao Chen ViT MedIm 29 29 0 01 May 2023
Discrepancy-Guided Reconstruction Learning for Image Forgery Detection Zenan Shi Haipeng Chen Long Chen Dong Zhang 21 17 0 26 Apr 2023