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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 |
| 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) | Favorite | View/Download：30/4 | Submit date：2021/01/24
Generalized learning vector quantization (GLVQ) learning vector quantization (LVQ) Riemannian geodesic distances Riemannian manifold |
| 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 |
| 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 |
| 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：70/5 | Submit date：2021/02/27
Lifelong Machine Learning Spectral Clustering Deep Transfer Learning Neural Networks |
| Monocular 3D Detection with Geometric Constraint Embedding and Semi-supervised Training 期刊论文
IEEE Robotics and Automation Letters, 2021, 页码: 1-8
Authors: Li PX(李培玄); Zhao HC(赵怀慈)
Adobe PDF(1136Kb) | Favorite | View/Download：56/4 | Submit date：2021/03/14
Object Detection Segmentation and Categorization Autonomous Vehicle Navigation Computer Vision for Automation |
| A Deviation-based Detection Method against False Data Injection Attacks in Smart Grid 期刊论文
IEEE Access, 2021, 卷号: 9, 页码: 15499-15509
Authors: Pei C(裴超); Xiao Y(肖杨); Liang W(梁炜); Han XJ(韩晓佳)
Adobe PDF(1278Kb) | Favorite | View/Download：33/0 | Submit date：2021/01/30
State estimation false data injection attacks smart grid cyber security Kalman filter cyber physical system |
| 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：62/4 | Submit date：2020/12/31
Cross-modal subspace clustering incomplete data deep canonical correlation analysis l(1,2)-norm |
| Efficient and robust unsupervised inverse intensity compensation for stereo image registration under radiometric changes 期刊论文
SIGNAL PROCESSING-IMAGE COMMUNICATION, 2021, 卷号: 90, 页码: 1-11
Authors: Xu, Chenglong; Wu CD(吴成东); Qu DK(曲道奎); Sun HB(孙海波); Song JL(宋吉来)
Adobe PDF(5732Kb) | Favorite | View/Download：23/1 | Submit date：2021/01/17
Image registration 5-D vector Photometric changes Intensity compensation RGB-Gradient tree |
| 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：69/5 | 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 |
