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Representative Task Self-Selection for Flexible Clustered Lifelong Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 页码: 1-15
Authors:  Sun G(孙干);  Cong Y(丛杨);  Wang QQ(王倩倩);  Zhong BN(钟必能);  Fu Y(付昀)
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Clustering analysis  lifelong machine learning  multitask learning (MTL)  transfer learning  
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:40/2  |  Submit date:2020/12/31
Cross-modal subspace clustering  incomplete data  deep canonical correlation analysis  l(1,2)-norm  
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:20/1  |  Submit date:2021/01/24
Deep matrix factorization  lifelong machine learning  multiview learning  sparse subspace learning  
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:27/0  |  Submit date:2021/01/17
People tracking  crowd density map  multiple people tracking  flow tracking  
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:163/37  |  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:16/0  |  Submit date:2021/01/30
cervical cell  image segmentation  level set method  ISBI  topology filtering  
基于视觉感知和空间认知的机器人定位方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  赵冬晔
Adobe PDF(224238Kb)  |  Favorite  |  View/Download:61/14  |  Submit date:2020/12/18
自主定位  视觉感知  空间认知  长期自主  反向传播神经网络  
光学与超声图像复原方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  刘鹏飞
Adobe PDF(5122Kb)  |  Favorite  |  View/Download:49/9  |  Submit date:2020/12/18
图像去模糊  高光谱重建  卷积神经网络  特征金字塔  特征迁移  
面向成像制导的目标跟踪方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  陈宏宇
Adobe PDF(7066Kb)  |  Favorite  |  View/Download:50/8  |  Submit date:2020/12/18
成像制导  可变形模型  相关滤波  重检测  长时目标跟踪  
面向复杂任务的目标跟踪技术 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  陈法领
Adobe PDF(6052Kb)  |  Favorite  |  View/Download:51/9  |  Submit date:2020/12/18
计算机视觉  目标跟踪  时空上下文  相关滤波  卷积神经网络