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Hyper-Laplacian Regularized Multilinear Multiview Self-Representations for Clustering and Semisupervised Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 2, 页码: 572-586
Authors:  Xie, Yuan;  Zhang, Wensheng;  Qu, Yanyun;  Dai, Longquan;  Tao, Dacheng
Favorite  |  View/Download:9/0  |  Submit date:2020/03/30
Tensile stress  Manifolds  Encoding  Laplace equations  Semisupervised learning  Correlation  Optimization  Manifold regularization  multilinear  multiview features  nonlinear subspace clustering  tensor singular-value decomposition (t-SVD)  
Effective Image Retrieval via Multilinear Multi-Index Fusion 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 11, 页码: 2878-2890
Authors:  Zhang, Zhizhong;  Xie, Yuan;  Zhang, Wensheng;  Tian, Qi
Favorite  |  View/Download:8/0  |  Submit date:2020/03/30
Visualization  Image representation  Optimization  Buildings  Indexing  Image retrieval  multi-index fusion  tensor multi-rank  person re-identification  
Latent-Smoothness Nonrigid Structure From Motion by Revisiting Multilinear Factorization 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 9, 页码: 3557-3570
Authors:  Dong, Qiulei;  Wang, Hong
Favorite  |  View/Download:21/0  |  Submit date:2019/12/16
Multilinear factorization (MLF)  nonrigid structure from motion (NRSFM)  smoothness  
FERLrTc: 2D+3D facial expression recognition via low-rank tensor completion 期刊论文
SIGNAL PROCESSING, 2019, 卷号: 161, 页码: 74-88
Authors:  Fu, Yunfang;  Ruan, Qiuqi;  Luo, Ziyan;  Jin, Yi;  An, Gaoyun;  Wan, Jun
Favorite  |  View/Download:31/0  |  Submit date:2019/07/12
Tensor Tucker decomposition  2D+3D Facial expression recognition  Tensor low-rank representation  Tensor completion  Multi-modality  
基于对抗学习的人脸表情编辑方法研究 学位论文
工程硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:  卢治合
Adobe PDF(7568Kb)  |  Favorite  |  View/Download:80/3  |  Submit date:2019/06/24
人脸属性分析  人脸表情编辑  人脸关键点  人脸解析  生成对抗网络  人脸识别  
多源气象大数据精准降水模型与算法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  唐永强
Adobe PDF(6468Kb)  |  Favorite  |  View/Download:72/4  |  Submit date:2019/06/20
精准降水,多源数据,连续条件随机场,多视角聚类,时间序列聚类  
Reinforcement Learning and Deep Learning based Lateral Control for Autonomous Driving 期刊论文
IEEE Computational Intelligence Magazine, IEEE Computational Intelligence Magazine, 2019, 2019, 卷号: 14, 14, 期号: 2, 页码: 83-98, 83-98
Authors:  Dong Li;  Dongbin Zhao;  Qichao Zhang;  Yaran Chen
View  |  Adobe PDF(2205Kb)  |  Favorite  |  View/Download:86/21  |  Submit date:2019/04/25
Deep Learning  Autonomous Driving  Visual Control  Reinforcement Learning  Deep Learning  Autonomous Driving  Visual Control  Reinforcement Learning  
Geometry Guided Adversarial Facial Expression Synthesis 会议论文
, Seoul, Korea, 2018.10.22-2018.10.26
Authors:  Lingxiao Song;  Zhihe Lu;  Ran He;  Zhenan Sun;  Tieniu Tan
View  |  Adobe PDF(9351Kb)  |  Favorite  |  View/Download:85/36  |  Submit date:2019/04/29
Facial Expression Synthesis  Generative Adversarial Networks  Unpaired Image-to-image Transformation  
Supervised Polarimetric SAR Image Classification Using Tensor Local Discriminant Embedding 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 6, 页码: 2966-2979
Authors:  Huang, Xiayuan;  Qiao, Hong;  Zhang, Bo;  Nie, Xiangli
View  |  Adobe PDF(6075Kb)  |  Favorite  |  View/Download:110/32  |  Submit date:2018/10/08
Land Cover Classification  Dimensionality Reduction  Feature Extraction  Spatial Information  Polarimetric Signature  Tensor Local Discriminant Embedding  Plosar Image  
基于深度学习的自动人脸年龄估计研究 学位论文
, 北京: 中国科学院大学, 2018
Authors:  李凯
Adobe PDF(9812Kb)  |  Favorite  |  View/Download:178/6  |  Submit date:2018/05/30
人脸年龄估计  深度学习  多任务学习  样本不均衡学习  代价敏感学习