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iCmSC: Incomplete Cross-Modal Subspace Clustering 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 305-317
Authors:  Wang QQ(王倩倩);  Lian, Huanhuan;  Sun G(孙干);  Gao QX(高全学);  Jiao, Licheng
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Cross-modal subspace clustering  incomplete data  deep canonical correlation analysis  l(1,2)-norm  
Continual Multiview Task Learning via Deep Matrix Factorization 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 1, 页码: 139-150
Authors:  Sun G(孙干);  Cong Y(丛杨);  Zhang, Yulun;  Zhao GS(赵国帅);  Fu Y(付昀)
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Deep matrix factorization  lifelong machine learning  multiview learning  sparse subspace learning  
A plane extraction approach in inverse depth images based on region-growing 期刊论文
Sensors (Switzerland), 2021, 卷号: 21, 期号: 4, 页码: 1-15
Authors:  Han XN(韩小宁);  Wang XH(王晓辉);  Leng YQ(冷雨泉)
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plane extraction  region growing  RGBD camera  normal estimation  
MAGAN: Mask Attention Generative Adversarial Network for Liver Tumor CT Image Synthesis 期刊论文
Journal of Healthcare Engineering, 2021, 卷号: 2021, 页码: 1-11
Authors:  Liu Y(刘阳);  Meng L(孟琭);  Zhong JP(钟健平)
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Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, 页码: 1-14
Authors:  Dong JH(董家华);  Cong Y(丛杨);  Sun G(孙干);  Yang YS(杨云生);  Xu XW(徐晓伟);  Ding ZM(丁正明)
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Weakly-supervised learning  endoscopic lesions segmentation  semantic knowledge transfer  domain adaptation  
Denoising of Uncertain Type Noise Images by Spatial Feature Classification in Nonsubsampled Shearlet Transform 期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 5009-5021
Authors:  Lyu, Zhiyu;  Han, Min;  Li DC(李德才);  Lyu, Zhiyu;  Han, Min;  Li DC(李德才)
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Uncertain type noise image  denoising  nonsubsampled shearlet transform (NSST)  spatial feature  justi able granularity  
Double robust principal component analysis 期刊论文
Neurocomputing, 2020, 卷号: 391, 页码: 119-128
Authors:  Wang QQ(王倩倩);  Gao QX(高全学);  Sun G(孙干);  Ding, Chris
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Robust principal component analysis  Double  Low-rank representation  
改进的Island损失函数在人脸表情识别上的应用 期刊论文
计算机辅助设计与图形学学报, 2020, 卷号: 32, 期号: 12, 页码: 1910-1917
Authors:  张文萍;  贾凯;  王宏玉;  徐方
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人脸表情识别  改进的Island损失函数  指数损失  类内距离  类间距离  
3dmgnet: 3d model generation network based on multi-modal data constraints and multi-level feature fusion 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 17, 页码: 1-16
Authors:  Wang ED(王恩德);  Xue, Lei;  Li Y(李勇);  Zhang, Zhenxin;  Hou XK(侯绪奎)
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deep learning  3Dmodel generation  multi-modal data constraints  feature fusion  attention mechanism  
Image Clustering Based on Multi-Scale Deep Maximize Mutual Information and Self-Training Algorithm 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 160285-160296
Authors:  Yu SQ(余思泉);  Shen GP(沈贵萍);  Wang PY(王佩瑶);  Wang YN(王宇宁);  Wu CD(吴成东)
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Clustering algorithms  Mutual information  Image representation  Neural networks  Clustering methods  Feature extraction  Task analysis  Representation learning  image clustering  mutual information maximization  self-training algorithm