ObjectFormer for Image Manipulation Detection and Localization

28 March 2022

Zuxuan Wu

Ser-Nam Lim

Papers citing "ObjectFormer for Image Manipulation Detection and Localization"

50 / 51 papers shown

Title
CapsFake: A Multimodal Capsule Network for Detecting Instruction-Guided Deepfakes Tuan Nguyen Naseem Khan Issa Khalil AAML 52 0 0 27 Apr 2025
Context-Aware Weakly Supervised Image Manipulation Localization with SAM Refinement Xinghao Wang Changtao Miao Dianmo Sheng Tao Gong Qi Chu 72 0 0 26 Mar 2025
HRR: Hierarchical Retrospection Refinement for Generated Image Detection Peipei Yuan Zijing Xie Shuo Ye Hong Chen Yulong Wang DiffM 134 0 0 25 Feb 2025
COMPrompter: reconceptualized segment anything model with multiprompt network for camouflaged object detection Xiaoqin Zhang Zhenni Yu Li Zhao Deng-Ping Fan Guobao Xiao VLM 59 0 0 28 Nov 2024
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 72 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 27 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 35 7 0 14 Oct 2024
ForgeryTTT: Zero-Shot Image Manipulation Localization with Test-Time Training Weihuang Liu Xi Shen Chi-Man Pun Xiaodong Cun ViT 19 1 0 05 Oct 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 15 0 0 29 Aug 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 35 1 0 05 Aug 2024
Dense Feature Interaction Network for Image Inpainting Localization Ye Yao Tingfeng Han Shan Jia Siwei Lyu 17 1 0 05 Aug 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 20 0 0 04 Jul 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 48 1 0 24 Jun 2024
Exploring Multi-view Pixel Contrast for General and Robust Image Forgery Localization Zijie Lou Gang Cao Kun Guo Haochen Zhu Lifang Yu 27 4 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 16 9 0 15 Jun 2024
OmniTokenizer: A Joint Image-Video Tokenizer for Visual Generation Junke Wang Yi-Xin Jiang Zehuan Yuan Binyue Peng Zuxuan Wu Yu-Gang Jiang ViT VGen 75 34 0 13 Jun 2024
MALT: Multi-scale Action Learning Transformer for Online Action Detection Zhipeng Yang Ruoyu Wang Yang Tan Liping Xie OffRL 35 0 0 31 May 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 17 2 0 12 Dec 2023
Exploring Multi-Modal Fusion for Image Manipulation Detection and Localization Konstantinos Triaridis Vasileios Mezaris 25 4 0 04 Dec 2023
CMFDFormer: Transformer-based Copy-Move Forgery Detection with Continual Learning Yaqi Liu Chao Xia Song Xiao Qingxiao Guan Wenqian Dong Yifan Zhang Neng H. Yu 8 3 0 22 Nov 2023
Progressive Feedback-Enhanced Transformer for Image Forgery Localization Haochen Zhu Gang Cao Xianglin Huang ViT 22 5 0 15 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 16 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 4 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 19 20 0 26 Sep 2023
TrainFors: A Large Benchmark Training Dataset for Image Manipulation Detection and Localization Soumyaroop Nandi Premkumar Natarajan Wael AbdAlmageed 9 2 0 10 Aug 2023
IML-ViT: Benchmarking Image Manipulation Localization by Vision Transformer Xiaochen Ma Bo Du Zhuohang Jiang Ahmed Y. Al Hammadi Jizhe Zhou 11 7 0 27 Jul 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 22 0 0 22 Jun 2023
Recent Advances of Local Mechanisms in Computer Vision: A Survey and Outlook of Recent Work Qiangchang Wang Yilong Yin 15 0 0 02 Jun 2023
Explicit Visual Prompting for Universal Foreground Segmentations Weihuang Liu Xi Shen Chi-Man Pun Xiaodong Cun VPVLM VLM 17 14 0 29 May 2023
SimpSON: Simplifying Photo Cleanup with Single-Click Distracting Object Segmentation Network Chuong Huynh Yuqian Zhou Zhe-nan Lin Connelly Barnes Eli Shechtman Sohrab Amirghodsi Abhinav Shrivastava 16 7 0 28 May 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 42 4 0 18 May 2023
Discrepancy-Guided Reconstruction Learning for Image Forgery Detection Zenan Shi Haipeng Chen Long Chen Dong Zhang 9 16 0 26 Apr 2023
AutoSplice: A Text-prompt Manipulated Image Dataset for Media Forensics Shan Jia Mingzhen Huang Zhou Zhou Yan Ju Jialing Cai Siwei Lyu DiffM 11 12 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 14 62 0 30 Mar 2023
Explicit Visual Prompting for Low-Level Structure Segmentations Weihuang Liu Xi Shen Chi-Man Pun Xiaodong Cun VPVLM VLM 9 113 0 20 Mar 2023
TBFormer: Two-Branch Transformer for Image Forgery Localization Yaqi Liu Binbin Lv Xin Jin Xiaoyue Chen Xiaokun Zhang ViT 10 25 0 25 Feb 2023
TriPINet: Tripartite Progressive Integration Network for Image Manipulation Localization Weinan Liang Jing Xu Xiao Jin 6 3 0 25 Dec 2022
TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization Fabrizio Guillaro D. Cozzolino Avneesh Sud Nick Dufour L. Verdoliva 8 42 0 21 Dec 2022
Look Before You Match: Instance Understanding Matters in Video Object Segmentation Junke Wang Dongdong Chen Zuxuan Wu Chong Luo Chuanxin Tang Xiyang Dai Yucheng Zhao Yujia Xie Lu Yuan Yu-Gang Jiang VOS 22 38 0 13 Dec 2022
Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection Junke Wang Zhenxin Li Chao Zhang Jingjing Chen Zuxuan Wu Larry S. Davis Yueping Jiang AAML 19 5 0 12 Dec 2022
Auto-Focus Contrastive Learning for Image Manipulation Detection Wenyan Pan Zhili Zhou Guangcan Liu Teng Huang Hongyang Yan Q. M. Jonathan Wu 14 1 0 20 Nov 2022
ReLoc: A Restoration-Assisted Framework for Robust Image Tampering Localization Peiyu Zhuang Haodong Li Rui Yang Jiwu Huang 9 5 0 08 Nov 2022
MONet: Multi-scale Overlap Network for Duplication Detection in Biomedical Images Ekraam Sabir Soumyaroop Nandi Wael AbdAlmageed Premkumar Natarajan MedIm 9 1 0 19 Jul 2022
Wave-ViT: Unifying Wavelet and Transformers for Visual Representation Learning Ting Yao Yingwei Pan Yehao Li Chong-Wah Ngo Tao Mei ViT 129 135 0 11 Jul 2022
BEVT: BERT Pretraining of Video Transformers Rui Wang Dongdong Chen Zuxuan Wu Yinpeng Chen Xiyang Dai Mengchen Liu Yu-Gang Jiang Luowei Zhou Lu Yuan ViT 14 202 0 02 Dec 2021
AdaViT: Adaptive Vision Transformers for Efficient Image Recognition Lingchen Meng Hengduo Li Bor-Chun Chen Shiyi Lan Zuxuan Wu Yu-Gang Jiang Ser-Nam Lim ViT 15 217 0 30 Nov 2021
Visual Parser: Representing Part-whole Hierarchies with Transformers Shuyang Sun Xiaoyu Yue S. Bai Philip H. S. Torr 50 26 0 13 Jul 2021
M2TR: Multi-modal Multi-scale Transformers for Deepfake Detection Junke Wang Zuxuan Wu Wenhao Ouyang Xintong Han Jingjing Chen Ser-Nam Lim Yu-Gang Jiang ViT 100 178 0 20 Apr 2021