SIA OpenIR

Browse/Search Results:  1-10 of 68 Help

Selected(0)Clear Items/Page:    Sort:
基于深度学习的多行人目标跟踪及行人重识别算法研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  刘金文
Adobe PDF(4739Kb)  |  Favorite  |  View/Download:0/0  |  Submit date:2021/06/12
多行人目标跟踪  人群密度图  行人重识别  注意力机制  深度学习  
高维图像特征的低秩表达算法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  罗琼
Adobe PDF(7019Kb)  |  Favorite  |  View/Download:11/2  |  Submit date:2021/06/12
低秩分解  特征空间  张量表达  噪声建模  
多源数据异常检测及应用研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  侯冬冬
Adobe PDF(5504Kb)  |  Favorite  |  View/Download:11/1  |  Submit date:2021/06/12
异常检测  工业数据  时序数据  视频数据  多视图数据  
Structured and Consistent Multi-Layer Multi-Kernel Subtask Correction Filter Tracker 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2021, 卷号: 31, 期号: 6, 页码: 2328-2342
Authors:  Fan BJ(范保杰);  Cong Y(丛杨);  Tang YD(唐延东);  Tian JD(田建东);  Xu, Chenliang
Adobe PDF(4601Kb)  |  Favorite  |  View/Download:12/1  |  Submit date:2021/06/18
Layered multi-subtask multi-kernel learning  structured correction particle filter tracking  temporal-spatial consistency  object tracking  
Probabilistic learning vector quantization on manifold of symmetric positive definite matrices 期刊论文
Neural Networks, 2021, 卷号: 142, 页码: 105-118
Authors:  Tang FZ(唐凤珍);  Feng HF(冯海峰);  Tino, Peter;  Si BL(斯白露);  Ji DX(冀大雄)
Adobe PDF(786Kb)  |  Favorite  |  View/Download:25/0  |  Submit date:2021/05/25
Probabilistic learning vector quantization  Learning vector quantization  Symmetric positive definite matrices  Riemannian geodesic distances  Riemannian manifold  
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:69/4  |  Submit date:2021/01/24
Deep matrix factorization  lifelong machine learning  multiview learning  sparse subspace 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:67/4  |  Submit date:2020/12/31
Cross-modal subspace clustering  incomplete data  deep canonical correlation analysis  l(1,2)-norm  
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:112/7  |  Submit date:2021/02/27
Lifelong Machine Learning  Spectral Clustering  Deep Transfer Learning  Neural Networks  
Representation Learning Based on Autoencoder and Deep Adaptive Clustering for Image Clustering 期刊论文
Mathematical Problems in Engineering, 2021, 卷号: 2021, 页码: 1-11
Authors:  Yu SQ(余思泉);  Liu, Jiaxin;  Han Z(韩志);  Li, Yong;  (5) Tang YD(唐延东)(2,3);  Wu CD(吴成东)
Adobe PDF(6182Kb)  |  Favorite  |  View/Download:33/1  |  Submit date:2021/03/21
A Comprehensive Review of Markov Random Field and Conditional Random Field Approaches in Pathology Image Analysis 期刊论文
Archives of Computational Methods in Engineering, 2021, 页码: 1-31
Authors:  Li, Yixin;  Li, Chen;  Li, Xiaoyan;  Wang K(王锴);  Rahaman, Md Mamunur;  Sun, Changhao;  Chen, Hao;  Wu, Xinran;  Zhang, Hong;  Wang, Qian
Adobe PDF(4171Kb)  |  Favorite  |  View/Download:11/0  |  Submit date:2021/05/25