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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) |  Favorite | View/Download：33/2 | Submit date：2021/01/17
Clustering analysis lifelong machine learning multitask learning (MTL) transfer learning |
| Recurrent Generative Adversarial Network for Face Completion 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 429-442
Authors: Wang Q(王强); Fan HJ(范慧杰); Sun G(孙干); Ren WH(任卫红); Tang YD(唐延东)
Adobe PDF(12315Kb) | Favorite | View/Download：47/2 | Submit date：2021/01/17
Face Feature extraction Recurrent neural networks Generative adversarial networks Semantics Image restoration Gallium nitride Recurrent neural network generative adversarial network face completion short link |
| 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) | Favorite | View/Download：50/1 | 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 |
| 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：77/2 | 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：23/1 | 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：29/0 | 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) | Favorite | View/Download：19/0 | 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：17/0 | Submit date：2021/02/14
hierarchical fault diagnosis energy spectrum matrix dynamic adjustment of the learning rate convolutional neural network rotating machinery |
| 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)
Adobe PDF(5570Kb) | Favorite | View/Download：22/0 | Submit date：2021/02/14
Convolutional neural network Small target detection End-to-end Infrared image |
| 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：54/1 | Submit date：2021/02/27
Information fusion Bayesian Sparse representation Deep manned submersible Water leakage detection |
