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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)
Adobe PDF(2443Kb)  |  Favorite  |  View/Download:46/3  |  Submit date:2021/01/24
Deep matrix factorization  lifelong machine learning  multiview learning  sparse subspace learning  
采用时空上下文的抗遮挡实时目标跟踪 期刊论文
红外与激光工程, 2021, 卷号: 50, 期号: 1, 页码: 1-11
Authors:  陈法领;  丁庆海;  罗海波;  惠斌;  常铮;  刘云鹏
Adobe PDF(2831Kb)  |  Favorite  |  View/Download:66/9  |  Submit date:2020/06/13
目标跟踪  时空上下文  目标跟踪置信度  遮挡判别  Kalman滤波  
A Kriged Compressive Sensing Approach to Reconstruct Acoustic Fields From Measurements Collected by Underwater Vehicles 期刊论文
IEEE Journal of Oceanic Engineering, 2021, 卷号: 46, 期号: 1, 页码: 294-306
Authors:  Sun J(孙洁);  Liu SJ(刘世杰);  Zhang FM(张福民);  Song AJ(宋爱军);  Yu JC(俞建成);  Zhang AQ(张艾群)
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Acoustic field reconstruction  compressive sensing (CS)  kriging interpolation  underwater mobile platforms  
Bayesian-based water leakage detection with a novel multisensor fusion method in a deep manned submersible 期刊论文
APPLIED OCEAN RESEARCH, 2021, 卷号: 106, 页码: 1-11
Authors:  Pan YJ(潘怡君);  Zheng ZY(郑泽宇);  Fu DZ(付殿峥)
Adobe PDF(3732Kb)  |  Favorite  |  View/Download:75/1  |  Submit date:2021/02/27
Information fusion  Bayesian  Sparse representation  Deep manned submersible  Water leakage detection  
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  
A Deviation-based Detection Method against False Data Injection Attacks in Smart Grid 期刊论文
IEEE Access, 2021, 卷号: 9, 页码: 15499-15509
Authors:  Pei C(裴超);  Xiao Y(肖杨);  Liang W(梁炜);  Han XJ(韩晓佳)
Adobe PDF(1278Kb)  |  Favorite  |  View/Download:32/0  |  Submit date:2021/01/30
State estimation  false data injection attacks  smart grid  cyber security  Kalman filter  cyber physical system  
基于时空特征学习卷积神经网络的运动想象脑电解码方法 期刊论文
生物医学工程学杂志, 2021, 卷号: 38, 期号: 1, 页码: 1-9
Authors:  褚亚奇;  朱波;  赵新刚;  赵忆文
Adobe PDF(1469Kb)  |  Favorite  |  View/Download:34/2  |  Submit date:2021/01/17
运动想象脑电  脑机接口  时空特征  卷积神经网络  信号解码  
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  
Representation Learning Based on Autoencoder and Deep Adaptive Clustering for Image Clustering 期刊论文
Mathematical Problems in Engineering, 2021, 卷号: 2021, 页码: 1-11
Authors:  Yu SQ(余思泉);  Liu, Jiaxin;  Han Z(韩志);  Li, Yong;  (5) Tang YD(唐延东)(2,3);  Wu CD(吴成东)
Adobe PDF(6182Kb)  |  Favorite  |  View/Download:14/0  |  Submit date:2021/03/21
Monocular 3D object detection using dual quadric for autonomous driving 期刊论文
Neurocomputing, 2021, 卷号: 441, 页码: 151-160
Authors:  Li PX(李培玄);  Zhao HC(赵怀慈)
Adobe PDF(2194Kb)  |  Favorite  |  View/Download:29/2  |  Submit date:2021/03/21
3D object detection  Dual quadric  Ellipsoid