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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  
Deep Retinex Network for Single Image Dehazing 期刊论文
IEEE Transactions on Image Processing, 2021, 卷号: 30, 页码: 1100-1115
Authors:  Li PY(李鹏越);  Tian JD(田建东);  Tang YD(唐延东);  Wang GL(王国霖);  Wu CD(吴成东)
Adobe PDF(8798Kb)  |  Favorite  |  View/Download:76/2  |  Submit date:2020/12/31
Image dehazing  retinex theory  pixel-wise attention  image restoration  
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:22/1  |  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.
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People tracking  crowd density map  multiple people tracking  flow tracking  
ISTDet: An efficient end-to-end neural network for infrared small target detection 期刊论文
Infrared Physics and Technology, 2021, 卷号: 114, 页码: 1-8
Authors:  Ju MR(鞠默然);  Luo JN(罗江宁);  Liu GQ(刘广琦);  Luo HB(罗海波)
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Convolutional neural network  Small target detection  End-to-end  Infrared image  
Multi-Scale Context-Guided Deep Network for Automated Lesion Segmentation with Endoscopy Images of Gastrointestinal Tract 期刊论文
IEEE Journal of Biomedical and Health Informatics, 2021, 卷号: 25, 期号: 2, 页码: 514-525
Authors:  Wang S(王帅);  Cong Y(丛杨);  Zhu, Hancan;  Chen, Xianyi;  Qu LQ(屈靓琼);  Fan HJ(范慧杰);  Zhang, Qiang;  Liu, Mingxia
Adobe PDF(4432Kb)  |  Favorite  |  View/Download:10/0  |  Submit date:2021/02/27
Multi-scale Context  fully convolutional network  lesion segmentation  endoscopy image  gastrointestinal tract  
Hybrid Connectionist Symbolic Model for Morphologic Recognition by Tactile Sensing 期刊论文
IEEE Sensors Journal, 2021, 卷号: 21, 期号: 5, 页码: 6497-6509
Authors:  He K(贺凯);  Yu P(于鹏);  Wang WX(王文学);  Zhao L(赵亮);  Yang T(杨铁);  Elhaj, Imad H.;  Liu LQ(刘连庆)
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Networked sensor fusion and decisions  soft computing with sensor data  sensor model analysis verification, smart sensor systems  
Adaptive Fault-Tolerant Boundary Control for a Flexible String With Unknown Dead Zone and Actuator Fault 期刊论文
IEEE Transactions on Cybernetics, 2021, 页码: 1-10
Authors:  Ren, Yong;  Zhu, Puchen;  Zhao ZJ(赵志甲);  Yang, Jingfeng;  Zou T(邹涛)
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Actuator fault  adaptive fault-tolerant boundary control (BC)  dead zone  flexible string (FS)  
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:11/0  |  Submit date:2021/02/27
Lifelong Machine Learning  Spectral Clustering  Deep Transfer Learning  Neural Networks  
Multiscale Attention Guided Network for COVID-19 Diagnosis Using Chest X-ray Images 期刊论文
IEEE Journal of Biomedical and Health Informatics, 2021, 页码: 1-12
Authors:  Li, Jingxiong;  Wang, Yaqi;  Wang, Shuai;  Wang, Jun;  Liu J(刘军);  Jin, Qun;  Sun LL(孙玲玲)
Adobe PDF(1943Kb)  |  Favorite  |  View/Download:4/0  |  Submit date:2021/02/27
COVID-19  X-ray Radiology  Multiscale Attention  Convolutional Neural Network