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Duplex-Hierarchy Representation Learning for Remote Sensing Image Classification 期刊论文
Sensors, 2024, 卷号: 24, 期号: 4
作者:  Yuan, Xiaobin;  Zhu, Jingping;  Lei, Hao;  Peng, Shengjun;  Wang, Weidong;  Li, Xiaobin
Adobe PDF(2754Kb)  |  收藏  |  浏览/下载:55/0  |  提交时间:2024/04/08
remote sensing image classification  duplex hierarchy  discriminative representation  confusion score  
Scalable Wide Neural Network: A Parallel, Incremental Learning Model Using Splitting Iterative Least Squares 期刊论文
IEEE Access, 2021, 卷号: 9, 页码: 50767-50781
作者:  Xi, Jiangbo;  Ersoy, Okan K.;  Fang, Jianwu;  Cong, Ming;  Wei, Xin;  Wu, Tianjun
Adobe PDF(5684Kb)  |  收藏  |  浏览/下载:188/1  |  提交时间:2021/04/13
Wide neural network  least squares  fast training  incremental learning  
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:174/1  |  提交时间:2020/07/21
Space debris recognition  Star image  Binary classifier  Equal probability density curve  Full information vector  
Minimized Laplacian residual interpolation for DoFP polarization image demosaicking 期刊论文
Applied Optics, 2019, 卷号: 58, 期号: 27, 页码: 7367-7374
作者:  Jiang, Tuochi;  Wen, Desheng;  Song, Zongxi;  Zhang, Weikang;  Li, Zhixin;  Wei, Xin;  Liu, Gang
Adobe PDF(1390Kb)  |  收藏  |  浏览/下载:232/1  |  提交时间:2019/10/10
Optimized design of an emerging optical imager using compressive sensing 期刊论文
OPTICS AND LASER TECHNOLOGY, 2019, 卷号: 110, 期号: SI, 页码: 158-164
作者:  Liu, Gang;  Wen, Desheng;  Song, Zongxi;  Li, Zhixin;  Zhang, Weikang;  Wei, Xin
Adobe PDF(2124Kb)  |  收藏  |  浏览/下载:231/0  |  提交时间:2018/12/06
Optical Instrument  Interferometry  Compressive Sensing  Photonic Integrated Circuit  
Dimensionality reduction method based on a tensor model 期刊论文
JOURNAL OF APPLIED REMOTE SENSING, 2017, 卷号: 11
作者:  Yan, Ronghua;  Peng, Jinye;  Ma, Dongmei;  Wen, Desheng;  Yan, RH (reprint author), Northwestern Polytech Univ, Sch Elect & Informat, Xian, Peoples R China.
Adobe PDF(3839Kb)  |  收藏  |  浏览/下载:220/1  |  提交时间:2017/07/06
Dimensionality Reduction  Tensor Processing  Hyperspectral Image  Spectral Tensor  
Hierarchical learning of large-margin metrics for large-scale image classification 期刊论文
NEUROCOMPUTING, 2016, 卷号: 208, 页码: 46-58
作者:  Lei, Hao;  Mei, Kuizhi;  Xin, Jingmin;  Dong, Peixiang;  Fan, Jianping;  Mei, Kuizhi (meikuizhi@mail.xjtu.edu.cn)
Adobe PDF(2855Kb)  |  收藏  |  浏览/下载:301/3  |  提交时间:2016/09/26
Visual Tree  Hierarchical Learning  Large-margin Metric Learning  Dimensionality Reduction  Large-scale Image Classification  
A multispectral image fusion algorithm based on the HIS space and improved wavelet 期刊论文
Journal of Information and Computational Science, 2014, 卷号: 11, 期号: 6, 页码: 1869-1878
作者:  Duan, Zewei;  Wen, Desheng;  Song, Zongxi
Adobe PDF(2247Kb)  |  收藏  |  浏览/下载:210/2  |  提交时间:2015/03/28
Approximate analytical optical transfer function for a wavefront-coded imaging system with two-dimensional rectangularly separable phase masks 期刊论文
OPTICAL ENGINEERING, 2010, 卷号: 49, 期号: 9, 页码: 093201-1~093201-10
作者:  Zhao, Hui;  Li, Yingcai
Adobe PDF(912Kb)  |  收藏  |  浏览/下载:356/7  |  提交时间:2010/12/09
Wavefront-coded Imaging  Depth Of Field  Approximate Analytical Optical Transfer Function  
Parallel Multistage Wide Neural Network 期刊论文
IEEE Transactions on Neural Networks and Learning Systems
作者:  Xi, Jiangbo;  Ersoy, Okan K.;  Fang, Jianwu;  Wu, Tianjun;  Wei, Xin;  Zhao, Chaoying
Adobe PDF(3119Kb)  |  收藏  |  浏览/下载:105/0  |  提交时间:2021/11/22
Ensemble learning  incremental learning  multistage wide learning  parallel testing