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Multimodal deep generative adversarial models for scalable doubly semi-supervised learning 期刊论文
INFORMATION FUSION, 2021, 卷号: 68, 页码: 118-130
Authors:  Du, Changde;  Du, Changying;  He, Huiguang
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Multiview learning  Multimodal fusion  Generative adversarial networks  Deep generative models  Semi-supervised learning  
Robust Kernelized Multiview Self-Representation for Subspace Clustering 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 2, 页码: 868-881
Authors:  Xie, Yuan;  Liu, Jinyan;  Qu, Yanyun;  Tao, Dacheng;  Zhang, Wensheng;  Dai, Longquan;  Ma, Lizhuang
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Tensile stress  Kernel  Manifolds  Optimization  Learning systems  Correlation  Data models  Kernelization  multiview subspace learning  nonlinear subspace clustering  tensor singular value decomposition (t-SVD)  
Dynamic Hand Gesture Recognition Based on Short-Term Sampling Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 110-120
Authors:  Wenjin Zhang;  Jiacun Wang;  Fangping Lan
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Convolutional neural network (ConvNet)  hand gesture recognition  long short-term memory (LSTM) network  short-term sampling  transfer learning  
基于回归方法的单目相机人脸重建研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  王鹏睿
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三维人脸重建  弱监督学习  明暗成形  网格形变  单目相机  
A Novel Data Augmentation Scheme for Pedestrian Detection with Attribute Preserving GAN 期刊论文
Neurocomputing, 2020, 卷号: 401, 期号: 11, 页码: 123-132
Authors:  Liu, Songyan;  Guo, Haiyun;  Hu, Jian-Guo;  Zhao, Xu;  Zhao, Chaoyang;  Wang, Tong;  Zhu, Yousong;  Wang, Jinqiao;  Tang, Ming
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Generative Adversarial Networks  Pedestrian detection  Data augmentation  
Multiview Hybrid Embedding: A Divide-and-Conquer Approach 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 8, 页码: 3640-3653
Authors:  Xu, Jiamiao;  Yu, Shujian;  You, Xinge;  Leng, Mengjun;  Jing, Xiao-Yuan;  Chen, C. L. Philip
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Kernel  Interviews  Manifolds  Benchmark testing  Geometry  Optimization  Cybernetics  Cross-view classification  Divide-and-Conquer  multiview hybrid embedding (MvHE)  multiview learning  
基于生成式对抗网络的场景文字消除方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  边学伟
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文字消除  图像修复  图像分割  生成式对抗网络  文字检测  
PolSAR Image Feature Extraction via Co-Regularized Graph Embedding 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 11, 页码: 19
Authors:  Huang, Xiayuan;  Nie, Xiangli;  Qiao, Hong
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Wishart distance  Euclidean distance of polarimetric features  co-regularized graph embedding  dimensionality reduction  PolSAR image feature extraction  
基于单步检测器框架的人脸和行人检测方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2020
Authors:  庄楚斌
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人脸检测  行人检测  实时性  单步检测器  
基于局部模式建模的视频行为识别与定位研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  黄林江
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行为识别  行为定位  局部模式建模  人体姿态  弱监督学习