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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：196/0  |  提交时间：2021/03/08
Image forensics  Computer-generated image  Convolutional neural network  Generalization  Negative samples  
Distinguishing Computer-Generated Images from Natural Images Using Channel and Pixel Correlation 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2020, 卷号: 35, 期号: 3, 页码: 592-602
作者:  Zhang, Rui-Song;  Quan, Wei-Ze;  Fan, Lu-Bin;  Hu, Li-Ming;  Yan, Dong-Ming
收藏  |  浏览/下载：204/0  |  提交时间：2020/07/20
natural image  computer-generated image  channel and pixel correlation  convolutional neural network  
Distinguishing Computer-Generated Images from Natural Images Using Channel and Pixel Correlation 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2020, 卷号: 35, 期号: 3, 页码: 592-602
作者:  Zhang, Rui-Song;  Quan, Wei-Ze;  Fan, Lu-Bin;  Hu, Li-Ming;  Yan, Dong-Ming
收藏  |  浏览/下载：209/0  |  提交时间：2020/07/20
natural image  computer-generated image  channel and pixel correlation  convolutional neural network  
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：428/140  |  提交时间：2018/10/01
Image forensics  natural image  computer-generated image  convolutional neural network  robustness  local-to-global strategy  visualization