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Attribute-Cooperated Convolutional Neural Network for Remote Sensing Image Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 12, 页码: 8358-8371
作者:  Zhang, Yuanlin;  Zheng, Xiangtao;  Yuan, Yuan;  Lu, Xiaoqiang
Adobe PDF(5153Kb)  |  收藏  |  浏览/下载：171/0  |  提交时间：2020/12/21
Feature extraction  Task analysis  Convolutional neural networks  Remote sensing  Visualization  Semantics  Manuals  Attribute learning  convolutional neural networks (CNNs)  relationship learning  remote sensing image (RSI) classification  
Nonlocal Graph Convolutional Networks for Hyperspectral Image Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 12, 页码: 8246-8257
作者:  Mou, Lichao;  Lu, Xiaoqiang;  Li, Xuelong;  Zhu, Xiao Xiang
Adobe PDF(10395Kb)  |  收藏  |  浏览/下载：255/0  |  提交时间：2020/12/21
Hyperspectral imaging  Convolution  Task analysis  Recurrent neural networks  Semisupervised learning  Support vector machines  Graph convolutional network (GCN)  hyperspectral image classification  nonlocal graph  semisupervised learning  
Measurement of moisture content in lubricating oils of high-speed rail gearbox by Vis-NIR spectroscopy 期刊论文
Optik, 2020, 卷号: 224
作者:  Liu, Chenyang;  Tang, Xingjia;  Yu, Tao;  Wang, Taisheng;  Lu, Zhenwu;  Yu, Weixing
Adobe PDF(2212Kb)  |  收藏  |  浏览/下载：207/0  |  提交时间：2020/11/03
Vis-NIR spectroscopy  Lubricating oils  Moisture content  The reflection probe  Successive projections algorithm  Partial least square regression  Back propagation neural network  
Spatial attention based visual semantic learning for action recognition in still images 期刊论文
NEUROCOMPUTING, 2020, 卷号: 413, 页码: 383-396
作者:  Zheng, Yunpeng;  Zheng, Xiangtao;  Lu, Xiaoqiang;  Wu, Siyuan
Adobe PDF(5211Kb)  |  收藏  |  浏览/下载：197/1  |  提交时间：2020/11/09
Still image-based action recognition  Spatial attention  Semantic parts  Deep learning  
Binary amplitude-only image reconstruction through a MMF based on an AE-SNN combined deep learning model 期刊论文
Optics Express, 2020, 卷号: 28, 期号: 20, 页码: 30048-30062
作者:  Chen, Hui;  He, Zhengquan;  Zhang, Zaikun;  Geng, Yi;  Yu, Weixing
Adobe PDF(1930Kb)  |  收藏  |  浏览/下载：197/3  |  提交时间：2020/11/03
3D Imaging Restoration of Spinning-Disk Confocal Microscopy Via Deep Learning 期刊论文
IEEE Photonics Technology Letters, 2020, 卷号: 32, 期号: 18, 页码: 1131-1134
作者:  Bai, Chen;  Yu, Xianghua;  Peng, Tong;  Liu, Chao;  Min, Junwei;  Dan, Dan;  Yao, Baoli
Adobe PDF(3329Kb)  |  收藏  |  浏览/下载：179/1  |  提交时间：2020/10/23
Convolutional neural networks  confocal microscopy  super-resolution radial fluctuations  
Supervised Dimensionality Reduction Methods via Recursive Regression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 9, 页码: 3269-3279
作者:  Liu, Yun;  Zhang, Rui;  Nie, Feiping;  Li, Xuelong;  Ding, Chris
Adobe PDF(1723Kb)  |  收藏  |  浏览/下载：197/1  |  提交时间：2020/10/23
Dimensionality reduction  Linear discriminant analysis  Eigenvalues and eigenfunctions  Learning systems  Computer science  Optical imaging  Optics  Optimal scaling (OS)  orthogonal least squares regression (OLSR)  orthogonal linear discriminant analysis (OLDA)  recursive regression  supervised dimensionality reduction  
Novel direct remaining useful life estimation of aero-engines with randomly assigned hidden nodes 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2020, 卷号: 32, 期号: 18(SI), 页码: 14347-14358
作者:  Bai, Jian-Ming;  Zhao, Guang-She;  Rong, Hai-Jun
Adobe PDF(1783Kb)  |  收藏  |  浏览/下载：181/0  |  提交时间：2020/11/02
Remaining useful life (RUL)  Aero-engines  Extreme learning machine (ELM)  
Using hyperspectral imaging automatic classification of gastric cancer grading with a shallow residual network 期刊论文
ANALYTICAL METHODS, 2020, 卷号: 12, 期号: 30, 页码: 3844-3853
作者:  Liu, Song;  Wang, Quan;  Zhang, Geng;  Du, Jian;  Hu, Bingliang;  Zhang, Zhoufeng
Adobe PDF(1114Kb)  |  收藏  |  浏览/下载：145/4  |  提交时间：2020/08/28
A novel approach for space debris recognition based on the full information vectors of star points 期刊论文
Journal of Visual Communication and Image Representation, 2020, 卷号: 71
作者:  Du, Yun;  Wen, Desheng;  Liu, Guizhong;  Qiu, Shi;  Yao, Dalei;  Yi, Hongwei;  Liu, Meiying
Adobe PDF(2090Kb)  |  收藏  |  浏览/下载：160/1  |  提交时间：2020/07/21
Space debris recognition  Star image  Binary classifier  Equal probability density curve  Full information vector