Learning Rich Features for Image Manipulation Detection

13 May 2018

Papers citing "Learning Rich Features for Image Manipulation Detection"

50 / 128 papers shown

Title
On the Effectiveness of Image Manipulation Detection in the Age of Social Media Rosaura G. VidalMata Priscila Saboia Daniel Moreira Grant Jensen J. Schlessman Walter J. Scheirer AAML 10 3 0 19 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 29 28 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 22 102 0 30 Mar 2023
Examining the Impact of Provenance-Enabled Media on Trust and Accuracy Perceptions K. J. Kevin Feng Nick Ritchie Pia Blumenthal Andy Parsons Amy X. Zhang 30 15 0 21 Mar 2023
Explicit Visual Prompting for Low-Level Structure Segmentations Weihuang Liu Xi Shen Chi-Man Pun Xiaodong Cun VPVLM VLM 11 116 0 20 Mar 2023
DIRE for Diffusion-Generated Image Detection Zhendong Wang Jianmin Bao Wen-gang Zhou Weilun Wang Hezhen Hu Hong Chen Houqiang Li 19 189 0 16 Mar 2023
Cyber Vaccine for Deepfake Immunity Ching-Chun Chang H. Nguyen Junichi Yamagishi Isao Echizen 26 6 0 05 Mar 2023
TBFormer: Two-Branch Transformer for Image Forgery Localization Yaqi Liu Binbin Lv Xin Jin Xiaoyue Chen Xiaokun Zhang ViT 18 27 0 25 Feb 2023
EXIF as Language: Learning Cross-Modal Associations Between Images and Camera Metadata Chenhao Zheng Ayush Shrivastava Andrew Owens VLM 28 11 0 11 Jan 2023
TriPINet: Tripartite Progressive Integration Network for Image Manipulation Localization Weinan Liang Jing Xu Xiao Jin 14 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 24 98 0 21 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 30 5 0 12 Dec 2022
VideoFACT: Detecting Video Forgeries Using Attention, Scene Context, and Forensic Traces T. D. Nguyen Shengbang Fang Matthew C. Stamm 36 10 0 28 Nov 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
MSMG-Net: Multi-scale Multi-grained Supervised Metworks for Multi-task Image Manipulation Detection and Localization Fengsheng Wang Leyi Wei 14 2 0 06 Nov 2022
Learning to Immunize Images for Tamper Localization and Self-Recovery Qichao Ying Hang Zhou Zhenxing Qian Sheng Li Xinpeng Zhang AAML 34 12 0 28 Oct 2022
Towards Effective Image Manipulation Detection with Proposal Contrastive Learning Yuyuan Zeng Bowen Zhao Shanzhao Qiu Tao Dai Shutao Xia 23 25 0 16 Oct 2022
Inharmonious Region Localization with Auxiliary Style Feature Peng Wu Li Niu Liqing Zhang 22 3 0 05 Oct 2022
CFL-Net: Image Forgery Localization Using Contrastive Learning Fahim Faisal Niloy K. Bhaumik Simon S. Woo 23 31 0 04 Oct 2022
Learning Second Order Local Anomaly for General Face Forgery Detection Jianwei Fei Yunshu Dai Peipeng Yu Tianrun Shen Zhihua Xia Jian Weng CVBM 103 52 0 30 Sep 2022
Effective Image Tampering Localization with Multi-Scale ConvNeXt Feature Fusion Haochen Zhu Gang Cao Mo Zhao 14 22 0 29 Aug 2022
Noise and Edge Based Dual Branch Image Manipulation Detection Zhongyuan Zhang Y. Qian Yanxiang Zhao Linbin Zhu Jinjin Wang 14 13 0 02 Jul 2022
Bootstrapping Multi-view Representations for Fake News Detection Qichao Ying Xiaoxiao Hu Yangming Zhou Zhenxing Qian Dan Zeng Shiming Ge 22 45 0 12 Jun 2022
Learning Robust Representations Of Generative Models Using Set-Based Artificial Fingerprints Hae Jin Song Wael AbdAlmageed OOD 30 0 0 04 Jun 2022
Image Harmonization with Region-wise Contrastive Learning Jing Liang Chi-Man Pun 29 4 0 27 May 2022
Exposing Deepfake Face Forgeries with Guided Residuals Zhiqing Guo Gaobo Yang Jiyou Chen Xingming Sun CVBM 23 26 0 02 May 2022
ObjectFormer for Image Manipulation Detection and Localization Junke Wang Zuxuan Wu Jingjing Chen Xintong Han Abhinav Shrivastava Ser-Nam Lim Yu-Gang Jiang 26 108 0 28 Mar 2022
SISL:Self-Supervised Image Signature Learning for Splicing Detection and Localization Susmit Agrawal Prabhat Kumar Siddharth Seth T. Parag M. Singh R. Venkatesh Babu 9 10 0 15 Mar 2022
Protecting Celebrities from DeepFake with Identity Consistency Transformer Xiaoyi Dong Jianmin Bao Dongdong Chen Ting Zhang Weiming Zhang Nenghai Yu Dong Chen Fang Wen B. Guo ViT 34 119 0 02 Mar 2022
A Self-Supervised Descriptor for Image Copy Detection Ed Pizzi Sreya . Dutta Roy Sugosh Nagavara Ravindra Priya Goyal Matthijs Douze SSL 34 116 0 21 Feb 2022
Learning Hierarchical Graph Representation for Image Manipulation Detection Wenyan Pan Zhili Zhou Miaogen Ling Xin Geng Q. M. Jonathan Wu 16 3 0 15 Jan 2022
MVSS-Net: Multi-View Multi-Scale Supervised Networks for Image Manipulation Detection Chengbo Dong Xinru Chen Ruohan Hu Juan Cao Xirong Li AAML 22 154 0 16 Dec 2021
MissMarple : A Novel Socio-inspired Feature-transfer Learning Deep Network for Image Splicing Detection Angelina L. Gokhale Dhanya Pramod Sudeep D. Thepade Ravi Kulkarni 8 1 0 15 Dec 2021
GCA-Net : Utilizing Gated Context Attention for Improving Image Forgery Localization and Detection Sowmen Das Md. Saiful Islam Md Ruhul Amin 6 23 0 08 Dec 2021
PROVES: Establishing Image Provenance using Semantic Signatures Mingyang Xie Manav Kulshrestha Shaojie Wang Jinghan Yang Ayan Chakrabarti Ning Zhang Yevgeniy Vorobeychik AAML 11 2 0 21 Oct 2021
MC-LCR: Multi-modal contrastive classification by locally correlated representations for effective face forgery detection Gaojian Wang Qian Jiang Xin Jin Wei Li Xiaohui Cui CVBM 26 25 0 07 Oct 2021
MD-CSDNetwork: Multi-Domain Cross Stitched Network for Deepfake Detection Aayushi Agarwal Akshay Agarwal S. Sinha Mayank Vatsa Richa Singh 32 17 0 15 Sep 2021
Spatial-Separated Curve Rendering Network for Efficient and High-Resolution Image Harmonization Jing Liang Xiaodong Cun Chi-Man Pun Jue Wang DiffM 55 43 0 13 Sep 2021
Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal and Multimodal Detectors Hasam Khalid Minhan Kim Shahroz Tariq Simon S. Woo 23 82 0 07 Sep 2021
BioFors: A Large Biomedical Image Forensics Dataset Ekraam Sabir Soumyaroop Nandi Wael AbdAlmageed Premkumar Natarajan 28 10 0 30 Aug 2021
Learning JPEG Compression Artifacts for Image Manipulation Detection and Localization Myung-Joon Kwon Seung-Hun Nam In-Jae Yu Heung-Kyu Lee Changick Kim 15 106 0 30 Aug 2021
Exploring Temporal Coherence for More General Video Face Forgery Detection Yinglin Zheng Jianmin Bao Dong Chen Ming Zeng Fang Wen CVBM ViT 11 210 0 15 Aug 2021
TBNet:Two-Stream Boundary-aware Network for Generic Image Manipulation Localization Zan Gao Chao Sun Zhiyong Cheng Weili Guan Anan Liu Meng Wang 17 23 0 10 Aug 2021
TransForensics: Image Forgery Localization with Dense Self-Attention Jing Hao Zhixin Zhang Shicai Yang Di Xie Shiliang Pu AAML ViT 18 47 0 09 Aug 2021
Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-level Telltales Chen Kong Baoliang Chen Haoliang Li Shiqi Wang Anderson de Rezende Rocha Sam Kwong CVBM 43 61 0 13 Jul 2021
Self-Adversarial Training incorporating Forgery Attention for Image Forgery Localization Longhao Zhuo Shunquan Tan Bin Li Jiwu Huang AAML 6 71 0 06 Jul 2021
CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation Minhan Kim Shahroz Tariq Simon S. Woo CLL 19 48 0 06 Jul 2021
An Image Forensic Technique Based on JPEG Ghosts Divakar Singh 13 5 0 11 Jun 2021
FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning Minhan Kim Shahroz Tariq Simon S. Woo 21 86 0 28 May 2021
One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework Shahroz Tariq Sangyup Lee Simon S. Woo AAML 19 70 0 01 May 2021