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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:45/3  |  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:64/9  |  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  
基于复原结构与增强纹理融合的水下图像清晰化 期刊论文
控制与决策, 2021, 页码: 1-9
Authors:  林森;  迟凯晨;  唐延东
Adobe PDF(8899Kb)  |  Favorite  |  View/Download:25/1  |  Submit date:2021/02/14
图像清晰化  水下光学成像模型  暗通道先验  梯度平滑  颜色校正  机器视觉  
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)
Adobe PDF(7241Kb)  |  Favorite  |  View/Download:195/38  |  Submit date:2020/04/11
Acoustic field reconstruction  compressive sensing (CS)  kriging interpolation  underwater mobile platforms  
A Novel Evolution Strategy of Level Set Method for the Segmentation of Overlapping Cervical Cells 期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 1, 页码: 1-23
Authors:  Liu GQ(刘广琦);  Ding QH(丁庆海);  Luo HB(罗海波);  Ju MR(鞠默然);  Jin TM(金天明);  He M(何淼);  Dong G(董刚)
Adobe PDF(8515Kb)  |  Favorite  |  View/Download:33/4  |  Submit date:2021/01/30
cervical cell  image segmentation  level set method  ISBI  topology filtering  
Research on Rotating Machinery Fault Diagnosis Method Based on Energy Spectrum Matrix and Adaptive Convolutional Neural Network 期刊论文
PROCESSES, 2021, 卷号: 9, 期号: 1, 页码: 1-25
Authors:  Liu YY(刘意杨);  Yang YS(杨友胜);  Feng, Tieying;  Sun Y(孙懿);  Zhang, Xuejian
Adobe PDF(3684Kb)  |  Favorite  |  View/Download:27/1  |  Submit date:2021/02/14
hierarchical fault diagnosis  energy spectrum matrix  dynamic adjustment of the learning rate  convolutional neural network  rotating machinery  
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:72/1  |  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)
Adobe PDF(14262Kb)  |  Favorite  |  View/Download:66/5  |  Submit date:2021/02/27
Lifelong Machine Learning  Spectral Clustering  Deep Transfer Learning  Neural Networks  
基于多块信息提取的AUV资源勘查系统故障检测 期刊论文
控制与决策, 2021, 卷号: 36, 期号: 4, 页码: 790-800
Authors:  郭大权;  杨宗圣;  周晓锋;  李帅;  徐春晖
Adobe PDF(1459Kb)  |  Favorite  |  View/Download:145/27  |  Submit date:2019/12/14
AUV  主元分析  故障检测  信息提取  多块建模  
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:33/2  |  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