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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  
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:196/38  |  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:36/5  |  Submit date:2021/01/30
cervical cell  image segmentation  level set method  ISBI  topology filtering  
Tracking-by-Counting: Using Network Flows on Crowd Density Maps for Tracking Multiple Targets 期刊论文
IEEE Transactions on Image Processing, 2021, 卷号: 30, 页码: 1439-1452
Authors:  Ren WH(任卫红);  Wang, Xinchao;  Tian JD(田建东);  Tang YD(唐延东);  Chan, Antoni B.
Adobe PDF(5208Kb)  |  Favorite  |  View/Download:38/0  |  Submit date:2021/01/17
People tracking  crowd density map  multiple people tracking  flow tracking  
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)
Adobe PDF(14262Kb)  |  Favorite  |  View/Download:68/5  |  Submit date:2021/02/27
Lifelong Machine Learning  Spectral Clustering  Deep Transfer Learning  Neural Networks  
GR-LOAM: LiDAR-based sensor fusion SLAM for ground robots on complex terrain 期刊论文
Robotics and Autonomous Systems, 2021, 卷号: 140, 页码: 1-13
Authors:  Su Y(苏赟);  Wang T(王挺);  Shao SL(邵士亮);  Yao C(姚辰);  Wang, ZD(王志东)
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Simultaneous localization and mapping (SLAM)  Ground robot  Encoder  Sensor fusion  Tight coupling scheme  
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
Adobe PDF(6218Kb)  |  Favorite  |  View/Download:61/4  |  Submit date:2020/12/31
Cross-modal subspace clustering  incomplete data  deep canonical correlation analysis  l(1,2)-norm  
Furnace-Grouping Problem Modeling and Multi-Objective Optimization for Special Aluminum 期刊论文
IEEE Transactions on Emerging Topics in Computational Intelligence, 2021, 页码: 1-12
Authors:  Zhang H(张浩);  Ma LB(马连博);  Wang JY(王军义);  Wang L(王亮)
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Furnace-grouping modeling  multi-objective optimization  artificial bee colony  special aluminum ingots  information learning  
基于张量非负稀疏分解的偏振图像插值算法 期刊论文
光学学报, 2021, 页码: 1-15
Authors:  张俊超;  陈溅来;  罗海波;  杨德贵;  梁步阁
Adobe PDF(1326Kb)  |  Favorite  |  View/Download:15/0  |  Submit date:2021/02/27
偏振成像  分焦平面  稀疏表示  张量非负分解  图像插值