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CGFormer: ViT-Based Network for Identifying Computer-Generated Images With Token Labeling 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2024, 卷号: 19, 页码: 235-250
作者:  Quan, Weize;  Deng, Pengfei;  Wang, Kai;  Yan, Dong-Ming
收藏  |  浏览/下载：28/0  |  提交时间：2024/02/22
CG image forensics  transformer  token labeling  generalization  robustness  
Identification of image global processing operator chain based on feature decoupling 期刊论文
INFORMATION SCIENCES, 2023, 卷号: 637, 页码: 18
作者:  Chen, Jiaxin;  Liao, Xin;  Wang, Wei;  Qin, Zheng
收藏  |  浏览/下载：75/0  |  提交时间：2023/11/17
Image forensics  Global processing operator chain  Operator chain identification  Feature decoupling  
Learn with diversity and from harder samples: Improving the generalization of CNN-Based detection of computer-generated images 期刊论文
FORENSIC SCIENCE INTERNATIONAL-DIGITAL INVESTIGATION, 2020, 卷号: 35, 页码: 12
作者:  Quan, Weize;  Wang, Kai;  Yan, Dong-Ming;  Zhang, Xiaopeng;  Pellerin, Denis
收藏  |  浏览/下载：219/0  |  提交时间：2021/03/08
Image forensics  Computer-generated image  Convolutional neural network  Generalization  Negative samples  
Distinguishing Between Natural and Computer-Generated Images Using Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2018, 卷号: 13, 期号: 11, 页码: 2772-2787
作者:  Quan, Weize;  Wang, Kai;  Yan, Dong-Ming;  Zhang, Xiaopeng
浏览  |  Adobe PDF(8950Kb)  |  收藏  |  浏览/下载：443/142  |  提交时间：2018/10/01
Image forensics  natural image  computer-generated image  convolutional neural network  robustness  local-to-global strategy  visualization  
Image Forensics Based on Planar Contact Constraints of 3D Objects 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2018, 卷号: 13, 期号: 2, 页码: 377-392
作者:  Peng, Bo;  Wang, Wei;  Dong, Jing;  Tan, Tieniu
浏览  |  Adobe PDF(6260Kb)  |  收藏  |  浏览/下载：595/190  |  提交时间：2017/09/20
Image Forensics  Splicing Detection  Contact Constraint  3d Morphable Model  
Optimized 3D Lighting Environment Estimation for Image Forgery Detection 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2017, 卷号: 12, 期号: 2, 页码: 479-494
作者:  Peng, Bo;  Wang, Wei;  Dong, Jing;  Tan, Tieniu
浏览  |  Adobe PDF(4867Kb)  |  收藏  |  浏览/下载：648/259  |  提交时间：2017/02/14
Image Forensics  Composite Detection  Human Faces  Lighting Estimation  
Exploring DCT Coefficient Quantization Effects for Local Tampering Detection 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2014, 卷号: 9, 期号: 10, 页码: 1653-1666
作者:  Wang, Wei;  Dong, Jing;  Tan, Tieniu
浏览  |  Adobe PDF(6342Kb)  |  收藏  |  浏览/下载：437/131  |  提交时间：2015/08/12
Image Forensics  Local Tampering Detection  Double Quantization  Graph Cut