v1v2 (latest)

Progressive Feedback-Enhanced Transformer for Image Forgery Localization

15 November 2023

Papers citing "Progressive Feedback-Enhanced Transformer for Image Forgery Localization"

43 / 43 papers shown

Title
DiffSeg30k: A Multi-Turn Diffusion Editing Benchmark for Localized AIGC Detection Hai Ci Ziheng Peng Pei Yang Yingxin Xuan Mike Zheng Shou 232 0 0 24 Nov 2025
Can GPT tell us why these images are synthesized? Empowering Multimodal Large Language Models for ForensicsInformation Hiding and Multimedia Security Workshop (IH&MMSec), 2025 Yiran He Yun Cao Bowen Yang Zeyu Zhang 197 2 0 16 Apr 2025
Image Forgery Localization with State Space ModelsIEEE Signal Processing Letters (SPL), 2024 Zijie Lou Gang Cao Kun Guo Shaowei Weng Lifang Yu Mamba 331 6 0 17 Feb 2025
LookupForensics: A Large-Scale Multi-Task Dataset for Multi-Phase Image-Based Fact Verification Shuhan Cui H. Nguyen Trung-Nghia Le Chun-Shien Lu Isao Echizen 158 0 0 26 Jul 2024
Pixel-Inconsistency Modeling for Image Manipulation LocalizationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Chenqi Kong Anwei Luo Shiqi Wang Haoliang Li Anderson de Rezende Rocha Alex C. Kot AAML 191 42 0 30 Sep 2023
Effective Image Tampering Localization via Enhanced Transformer and Co-attention FusionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Kun Guo Haochen Zhu Gang Cao ViT 184 31 0 17 Sep 2023
MMNet: Multi-Collaboration and Multi-Supervision Network for Sequential Deepfake DetectionIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023 Ruiyang Xia Decheng Liu Jie Li Lin Yuan N. Wang Xinbo Gao 143 34 0 06 Jul 2023
AutoSplice: A Text-prompt Manipulated Image Dataset for Media Forensics Shan Jia Mingzhen Huang Zhou Zhou Yan Ju Jialing Cai Siwei Lyu DiffM 236 46 0 14 Apr 2023
Hierarchical Fine-Grained Image Forgery Detection and LocalizationComputer Vision and Pattern Recognition (CVPR), 2023 Xiao Guo Xiaohong Liu Zhiyuan Ren Steven A. Grosz I. Masi Xiaoming Liu 205 157 0 30 Mar 2023
Explicit Visual Prompting for Low-Level Structure SegmentationsComputer Vision and Pattern Recognition (CVPR), 2023 Weihuang Liu Xi Shen Chi-Man Pun Xiaodong Cun VPVLM VLM 209 193 0 20 Mar 2023
TBFormer: Two-Branch Transformer for Image Forgery LocalizationIEEE Signal Processing Letters (IEEE SPL), 2023 Yaqi Liu Binbin Lv Xin Jin Xiaoyue Chen Xiaokun Zhang ViT 137 35 0 25 Feb 2023
Hierarchical Forgery Classifier On Multi-modality Face Forgery CluesIEEE transactions on multimedia (IEEE TMM), 2022 Decheng Liu Zeyang Zheng Chunlei Peng Yukai Wang N. Wang Xinbo Gao CVBM 148 30 0 30 Dec 2022
TruFor: Leveraging all-round clues for trustworthy image forgery detection and localizationComputer Vision and Pattern Recognition (CVPR), 2022 Fabrizio Guillaro D. Cozzolino Avneesh Sud Nick Dufour L. Verdoliva 345 169 0 21 Dec 2022
MSMG-Net: Multi-scale Multi-grained Supervised Metworks for Multi-task Image Manipulation Detection and Localization Fengsheng Wang Leyi Wei 160 3 0 06 Nov 2022
FedForgery: Generalized Face Forgery Detection with Residual Federated LearningIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2022 Decheng Liu Zhan Dang Chunlei Peng Yu Zheng Shuang Li N. Wang Xinbo Gao FedML 260 55 0 18 Oct 2022
Effective Image Tampering Localization with Multi-Scale ConvNeXt Feature FusionJournal of Visual Communication and Image Representation (JVCIR), 2022 Haochen Zhu Gang Cao Mo Zhao 104 37 0 29 Aug 2022
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectorsComputer Vision and Pattern Recognition (CVPR), 2022 Chien-Yao Wang Alexey Bochkovskiy H. Liao ObjD 454 8,951 0 06 Jul 2022
ObjectFormer for Image Manipulation Detection and LocalizationComputer Vision and Pattern Recognition (CVPR), 2022 Junke Wang Zuxuan Wu Yue Yu Xintong Han Abhinav Shrivastava Ser-Nam Lim Yu-Gang Jiang 226 160 0 28 Mar 2022
MVSS-Net: Multi-View Multi-Scale Supervised Networks for Image Manipulation Detection Chengbo Dong Xinru Chen Ruohan Hu Juan Cao Xirong Li AAML 317 257 0 16 Dec 2021
Learning JPEG Compression Artifacts for Image Manipulation Detection and LocalizationInternational Journal of Computer Vision (IJCV), 2021 Myung-Joon Kwon Seung-Hun Nam In-Jae Yu Heung-Kyu Lee Changick Kim 280 162 0 30 Aug 2021
TransForensics: Image Forgery Localization with Dense Self-AttentionIEEE International Conference on Computer Vision (ICCV), 2021 Jing Hao Zhixin Zhang Shicai Yang Di Xie Shiliang Pu AAML ViT 161 70 0 09 Aug 2021
Contextual Transformer Networks for Visual RecognitionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Yehao Li Ting Yao Yingwei Pan Tao Mei ViT 177 597 0 26 Jul 2021
Deep Automatic Natural Image MattingInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Jizhizi Li Jing Zhang Dacheng Tao VLM 147 98 0 15 Jul 2021
Self-Adversarial Training incorporating Forgery Attention for Image Forgery Localization Longhao Zhuo Shunquan Tan Bin Li Jiwu Huang AAML 183 99 0 06 Jul 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with TransformersNeural Information Processing Systems (NeurIPS), 2021 Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 1.2K 6,884 0 31 May 2021
Semantic Image MattingComputer Vision and Pattern Recognition (CVPR), 2021 Yanan Sun Chi-Keung Tang Yu-Wing Tai 150 104 0 16 Apr 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted WindowsIEEE International Conference on Computer Vision (ICCV), 2021 Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 1.8K 27,905 0 25 Mar 2021
PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization Xiaohong Liu Yao-Kai Liu Jun Chen Xiaoming Liu 224 277 0 19 Mar 2021
Mask Guided Matting via Progressive Refinement NetworkComputer Vision and Pattern Recognition (CVPR), 2020 Qihang Yu Jianming Zhang Chentao Song Yilin Wang Zhe Lin N. Xu Yutong Bai Alan Yuille 268 137 0 12 Dec 2020
MODNet: Real-Time Trimap-Free Portrait Matting via Objective DecompositionAAAI Conference on Artificial Intelligence (AAAI), 2020 Zhanghan Ke Jiayu Sun Kaican Li Qiong Yan Rynson W. H. Lau 385 202 0 24 Nov 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 1.3K 54,134 0 22 Oct 2020
SPAN: Spatial Pyramid Attention Network forImage Manipulation LocalizationEuropean Conference on Computer Vision (ECCV), 2020 Xuefeng Hu Zhihan Zhang Zhenye Jiang Syomantak Chaudhuri Zhenheng Yang Ram Nevatia 3DPC 184 256 0 01 Sep 2020
Cascaded Partial Decoder for Fast and Accurate Salient Object Detection Zhe Wu Li Su Qingming Huang ObjD 325 915 0 18 Apr 2019
Hybrid LSTM and Encoder-Decoder Architecture for Detection of Image ForgeriesIEEE Transactions on Image Processing (TIP), 2019 Jawadul H. Bappy Cody Simons L. Nataraj B. S. Manjunath Amit K. Roy-Chowdhury 150 391 0 06 Mar 2019
CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot LearningComputer Vision and Pattern Recognition (CVPR), 2019 Chi Zhang Guosheng Lin Fayao Liu Rui Yao Chunhua Shen VLM SSeg 190 619 0 06 Mar 2019
Forensic Similarity for Digital ImagesIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2019 O. Mayer Matthew C. Stamm 133 139 0 13 Feb 2019
Noiseprint: a CNN-based camera model fingerprint D. Cozzolino L. Verdoliva 131 435 0 25 Aug 2018
Learning Rich Features for Image Manipulation Detection Peng Zhou Xintong Han Vlad I. Morariu L. Davis ObjD 197 671 0 13 May 2018
Fighting Fake News: Image Splice Detection via Learned Self-Consistency Minyoung Huh Andrew Liu Andrew Owens Alexei A. Efros SSL 400 432 0 10 May 2018
Image Splicing Localization Using A Multi-Task Fully Convolutional Network (MFCN) Ronald Salloum Yuzhuo Ren C.-C. Jay Kuo 170 356 0 06 Sep 2017
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 551 9,863 0 15 Jun 2016
Learning to Refine Object Segments Pedro H. O. Pinheiro Nayeon Lee R. Collobert Piotr Dollàr SSeg 305 858 0 29 Mar 2016
Microsoft COCO: Common Objects in ContextEuropean Conference on Computer Vision (ECCV), 2014 Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 13.9K 49,079 0 01 May 2014