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自动驾驶场景中的三维目标检测方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  李培玄
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自动驾驶  单目三维目标检测  双目三维目标检测  多模态融合感知三维目标检测  可微几何约束  
低秩建模中的先验信息嵌入理论及算法研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  张少杰
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非凸优化  T-SVD分解  边信息  图像去噪  鲁棒主成分分析  
基于深度学习的输电线路缺陷图像识别 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  徐文想
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无人机  深度学习  绝缘子串  数据扩增  缺失识别  
高维图像特征的低秩表达算法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  罗琼
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低秩分解  特征空间  张量表达  噪声建模  
Human motion tracking with less constraint of initial posture from a single rgb-d sensor 期刊论文
Sensors, 2021, 卷号: 21, 期号: 9, 页码: 1-16
Authors:  Liu, Chen;  Wang AN(王安娜);  Bu CG(卜春光);  Wang, Wenhui;  Sun, Haijing
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4D reconstruction  human motion capture  RGB-D sensor  
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  
Intrusion detection based on hybrid classifiers for smart grid 期刊论文
Computers and Electrical Engineering, 2021, 卷号: 93, 页码: 1-10
Authors:  Song CH(宋纯贺);  Sun YY(孙莹莹);  Han GJ(韩光洁);  Rodrigues Joel J.P.C.
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Smart grid  Intrusion detection  Deep learning  LSTMXGBoost  
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  
What and How: Generalized Lifelong Spectral Clustering via Dual Memory 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, 页码: 1-13
Authors:  Sun G(孙干);  Cong Y(丛杨);  Dong JH(董家华);  Liu YY(刘宇阳);  Ding ZM(丁正明);  Yu HB(于海斌)
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Lifelong Machine Learning  Spectral Clustering  Deep Transfer Learning  Neural Networks  
Efficient and robust unsupervised inverse intensity compensation for stereo image registration under radiometric changes 期刊论文
SIGNAL PROCESSING-IMAGE COMMUNICATION, 2021, 卷号: 90, 页码: 1-11
Authors:  Xu, Chenglong;  Wu CD(吴成东);  Qu DK(曲道奎);  Sun HB(孙海波);  Song JL(宋吉来)
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Image registration  5-D vector  Photometric changes  Intensity compensation  RGB-Gradient tree