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A Novel NMF Guided for Hyperspectral Unmixing From Incomplete and Noisy Data 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:  Dong, Le;  Lu, Xiaoqiang;  Liu, Ganchao;  Yuan, Yuan
Adobe PDF(9737Kb)  |  收藏  |  浏览/下载：112/0  |  提交时间：2022/01/18
Image reconstruction  Hyperspectral imaging  Noise measurement  Gaussian noise  Interference  Stability analysis  Sensors  Hyperspectral unmixing (HU)  image reconstruction  nonnegative matrix factorization (NMF)  spatial-spectral information  
A Deep Scene Representation for Aerial Scene Classification 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2019, 卷号: 57, 期号: 7, 页码: 4799-4809
作者:  Zheng, Xiangtao;  Yuan, Yuan;  Lu, Xiaoqiang
Adobe PDF(3061Kb)  |  收藏  |  浏览/下载：206/3  |  提交时间：2019/07/17
Aerial scene classification  convolutional neural networks (CNNs)  Fisher vector (FV)  multiscale representation  
Structured dictionary learning for abnormal event detection in crowded scenes 期刊论文
PATTERN RECOGNITION, 2018, 卷号: 73, 页码: 99-110
作者:  Yuan, Yuan;  Feng, Yachuang;  Lu, Xiaoqiang
Adobe PDF(3917Kb)  |  收藏  |  浏览/下载：363/3  |  提交时间：2017/12/25
Video Surveillance  Abnormal Event Detection  Dictionary Learning  Sparse Representation  Reference Event  
Deep temporal architecture for audiovisual speech recognition 会议论文
Computer Vision - 2nd CCF Chinese Conference, CCCV 2017, Proceedings, Tianjin, China, 2017-10-11
作者:  Tian, Chunlin;  Yuan, Yuan;  Lu, Xiaoqiang;  Lu, Xiaoqiang (luxiaoqiang@opt.ac.cn)
Adobe PDF(906Kb)  |  收藏  |  浏览/下载：151/2  |  提交时间：2018/01/02
Deep representation for abnormal event detection in crowded scenes 会议论文
MM 2016 - Proceedings of the 2016 ACM Multimedia Conference, Amsterdam, United kingdom, 2016-10-15
作者:  Feng, Yachuang;  Yuan, Yuan;  Lu, Xiaoqiang
Adobe PDF(6294Kb)  |  收藏  |  浏览/下载：331/7  |  提交时间：2016/11/29
Motion Analysis  
Deep object tracking with multi-modal data 会议论文
IEEE CITS 2016 ; 2016 International Conference on Computer, Information and Telecommunication Systems, Kunming, China, 2016-07-06
作者:  Zhang, Xuezhi;  Yuan, Yuan;  Lu, Xiaoqiang
Adobe PDF(753Kb)  |  收藏  |  浏览/下载：253/2  |  提交时间：2016/10/09
Computer Vision  Convolution  Image Processing  Infrared Imaging  Modal Analysis  
Image de-fencing with hyperspectral camera 会议论文
IEEE CITS 2016 ; 2016 International Conference on Computer, Information and Telecommunication Systems, Kunming, China, 2016-07-06
作者:  Zhang, Qi;  Yuan, Yuan;  Lu, Xiaoqiang
Adobe PDF(2789Kb)  |  收藏  |  浏览/下载：201/3  |  提交时间：2016/10/09
Algorithms  Cameras  Image Processing  Spectroscopy  
Scene Recognition by Manifold Regularized Deep Learning Architecture 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 10, 页码: 2222-2233
作者:  Yuan, Y;  Mou, LC;  Lu, XQ
Adobe PDF(4686Kb)  |  收藏  |  浏览/下载：227/1  |  提交时间：2015/11/20
Image quality assessment: A sparse learning way 期刊论文
NEUROCOMPUTING, 2015, 卷号: 159, 页码: 227-241
作者:  Yuan, Y;  Guo, Q;  Lu, XQ
Adobe PDF(2073Kb)  |  收藏  |  浏览/下载：386/3  |  提交时间：2015/11/20
Spectral-Spatial Kernel Regularized for Hyperspectral Image Denoising 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2015, 卷号: 53, 期号: 7, 页码: 3815-3832
作者:  Yuan, Yuan;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(5793Kb)  |  收藏  |  浏览/下载：248/4  |  提交时间：2015/07/15
Adaptive Kernel  Hyperspectral Image (Hsi) Denoising  Nonlocal Means (Nlm)  Spectral-spatial Kernel Regularization