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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
Authors:  Quan, Weize;  Wang, Kai;  Yan, Dong-Ming;  Zhang, Xiaopeng;  Pellerin, Denis
Favorite  |  View/Download:7/0  |  Submit date:2021/03/08
Image forensics  Computer-generated image  Convolutional neural network  Generalization  Negative samples  
Pixel-wise Dense Detector for Image Inpainting 期刊论文
COMPUTER GRAPHICS FORUM, 2020, 卷号: 39, 期号: 7, 页码: 471-482
Authors:  Zhang, Ruisong;  Quan, Weize;  Wu, Baoyuan;  Li, Zhifeng;  Yan, Dong-Ming
Favorite  |  View/Download:2/0  |  Submit date:2021/03/29
基于深度学习的计算机渲染与着色图像的鉴别方法 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  全卫泽
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图像取证  深度学习  计算机生成图像  泛化能力  可信懒性  
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
Authors:  Zhang, Rui-Song;  Quan, Wei-Ze;  Fan, Lu-Bin;  Hu, Li-Ming;  Yan, Dong-Ming
Favorite  |  View/Download:28/0  |  Submit date: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
Authors:  Zhang, Rui-Song;  Quan, Wei-Ze;  Fan, Lu-Bin;  Hu, Li-Ming;  Yan, Dong-Ming
Favorite  |  View/Download:37/0  |  Submit date:2020/07/20
natural image  computer-generated image  channel and pixel correlation  convolutional neural network  
Impact of Data Preparation and CNN’s First Layer on Performance of Image Forensics: A Case Study of Detecting Colorized Images 会议论文
, Thessaloniki, Greece, October 14–17, 2019
Authors:  Quan, Weize;  Wang, Kai;  Yan, Dong-Ming;  Pellerin, Denis;  Zhang, Xiaopeng
View  |  Adobe PDF(8532Kb)  |  Favorite  |  View/Download:53/8  |  Submit date:2020/04/27
Improving the Generalization of Colorized Image Detection with Enhanced Training of CNN 会议论文
, Dubrovnik, Croatia, 23-25 September 2019
Authors:  Quan, Weize;  Wang, Kai;  Yan, Dong-Ming;  Pellerin, Denis;  Zhang, Xiaopeng
View  |  Adobe PDF(3707Kb)  |  Favorite  |  View/Download:63/11  |  Submit date:2020/04/27
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
Authors:  Quan, Weize;  Wang, Kai;  Yan, Dong-Ming;  Zhang, Xiaopeng
View  |  Adobe PDF(8950Kb)  |  Favorite  |  View/Download:203/76  |  Submit date:2018/10/01
Image forensics  natural image  computer-generated image  convolutional neural network  robustness  local-to-global strategy  visualization  
Learning 3D Keypoint Descriptors for Non-Rigid Shape Matching 会议论文
, Munich, Germany, September 8 – 14, 2018
Authors:  Wang, Hanyu;  Guo, Jianwei;  Yan, Dong-Ming;  Quan, Weize;  Zhang, Xiaopeng
View  |  Adobe PDF(4072Kb)  |  Favorite  |  View/Download:233/54  |  Submit date:2018/10/01
基于采样半径优化的最大化泊松圆盘采样 期刊论文
SCIENTIA SINICA Informationis, 2017, 卷号: 47, 期号: 4, 页码: 442-454
Authors:  全卫泽;  郭建伟;  张义宽;  孟维亮;  张晓鹏;  严冬明
View  |  Adobe PDF(9939Kb)  |  Favorite  |  View/Download:658/60  |  Submit date:2017/02/25
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