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中国科学院沈阳自动化研究所机构知识库
Knowledge Management System of Shenyang Institute of Automation, CAS
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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)
Adobe PDF(4768Kb)
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Submit date:2021/01/17
Clustering analysis
lifelong machine learning
multitask learning (MTL)
transfer learning
MBNN: A Multi-Branch Neural Network Capable of Utilizing Industrial Sample Unbalance for Fast Inference
期刊论文
IEEE SENSORS JOURNAL, 2021, 卷号: 21, 期号: 2, 页码: 1809-1819
Authors:
Wang QZ(王其朝)
;
Wang K(王锴)
;
Li Q(李庆)
;
Yang, Zuye
;
Jin, Guangshu
;
Wang H(王宏)
Adobe PDF(2700Kb)
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View/Download:41/1
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Submit date:2021/01/17
Fault diagnosis
Neural networks
Complexity theory
Computational modeling
Sensors
Optimization
Real-time systems
Neural network architecture
fault diagnosis
fast inference
unbalance sample
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)
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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)
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Submit date:2021/01/24
Deep matrix factorization
lifelong machine learning
multiview learning
sparse subspace learning
Generalized Learning Riemannian Space Quantization: A Case Study on Riemannian Manifold of SPD Matrices
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 1, 页码: 281-292
Authors:
Tang FZ(唐凤珍)
;
Fan ML(范孟灵)
;
Tino, Peter
Adobe PDF(1359Kb)
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Submit date:2021/01/24
Generalized learning vector quantization (GLVQ)
learning vector quantization (LVQ)
Riemannian geodesic distances
Riemannian manifold
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)
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Submit date:2021/01/17
People tracking
crowd density map
multiple people tracking
flow tracking
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)
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Submit date:2021/01/30
cervical cell
image segmentation
level set method
ISBI
topology filtering
Recent Advances in Three-Dimensional Multicellular Spheroid Culture and Future Development
期刊论文
MICROMACHINES, 2021, 卷号: 12, 期号: 1, 页码: 1-21
Authors:
Shen, Honglin
;
Cai SX(蔡树向)
;
Wu, Chuanxiang
;
Yang WG(杨文广)
;
Yu HB(于海波)
;
Liu LQ(刘连庆)
Adobe PDF(3920Kb)
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Submit date:2021/02/14
cell spheroids
three-dimensional cell culture
tissue engineering
AUV 水下对接智能归航方法研究
学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:
董凌艳
Adobe PDF(26140Kb)
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Submit date:2020/12/18
水下对接
导航
导引
基于卷积神经网络的跨镜多行人目标检测与跟踪方法研究
学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:
何淼
Adobe PDF(10372Kb)
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View/Download:63/7
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Submit date:2020/12/18
行人检测
多目标跟踪
再识别
摄像机网络拓扑估计
跨镜多目标跟踪