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Multi-scale spatial context-based semantic edge detection 期刊论文
INFORMATION FUSION, 2020, 卷号: 64, 页码: 238-251
作者:  Ma, Wei;  Gong, Chaofan;  Xu, Shibiao;  Zhang, Xiaopeng
收藏  |  浏览/下载:208/0  |  提交时间:2021/01/07
Semantic edge detection  Convolutional neural network  Multi-scale feature fusion  Location-aware information fusion  Gradual fusion  
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:223/0  |  提交时间:2021/03/08
Image forensics  Computer-generated image  Convolutional neural network  Generalization  Negative samples  
MGCN: Descriptor Learning using Multiscale GCNs 期刊论文
ACM TRANSACTIONS ON GRAPHICS, 2020, 卷号: 39, 期号: 4, 页码: 15
作者:  Wang, Yiqun;  Ren, Jing;  Yan, Dong-Ming;  Guo, Jianwei;  Zhang, Xiaopeng;  Wonka, Peter
Adobe PDF(32624Kb)  |  收藏  |  浏览/下载:323/15  |  提交时间:2021/01/06
Multiscale  Energy Decomposition  Wavelet Convolution  Shape Matching  
Unsupervised Multi-View Constrained Convolutional Network for Accurate Depth Estimation 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 7019-7031
作者:  Zhang, Yuyang;  Xu, Shibiao;  Wu, Baoyuan;  Shi, Jian;  Meng, Weiliang;  Zhang, Xiaopeng
Adobe PDF(8221Kb)  |  收藏  |  浏览/下载:295/66  |  提交时间:2020/08/03
Estimation  Training  Feature extraction  Geometry  Computer vision  Cameras  Unsupervised learning  Unsupervised learning  DenseDepthNet  multi-view geometry constraint  depth consistency