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Optical Remote Sensing Image Denoising and Super-Resolution Reconstructing Using Optimized Generative Network in Wavelet Transform Domain 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 9
作者:  Feng, Xubin;  Zhang, Wuxia;  Su, Xiuqin;  Xu, Zhengpu
Adobe PDF(14071Kb)  |  收藏  |  浏览/下载：168/0  |  提交时间：2021/06/09
remote sensing  denoising  super-resolution  generative adversarial network (GAN)  residual network (ResNet)  densely connection network (DenseNet)  relativistic  wavelet transform (WT)  total variation (TV)  
Exploiting Embedding Manifold of Autoencoders for Hyperspectral Anomaly Detection 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2020, 卷号: 58, 期号: 3, 页码: 1527-1537
作者:  Lu, Xiaoqiang;  Zhang, Wuxia;  Huang, Ju
Adobe PDF(1670Kb)  |  收藏  |  浏览/下载：168/2  |  提交时间：2020/03/23
Autoencoder (AE)  global reconstruction  hyperspectral imagery (HSI)  hyperspetral anomaly detection  local reconstruction  manifold learning  
Similarity Constrained Convex Nonnegative Matrix Factorization for Hyperspectral Anomaly Detection 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2019, 卷号: 57, 期号: 7, 页码: 4810-4822
作者:  Zhang, Wuxia;  Lu, Xiaoqiang;  Li, Xuelong
Adobe PDF(2142Kb)  |  收藏  |  浏览/下载：207/0  |  提交时间：2019/07/17
Convex nonnegative matrix factorization (CNMF)  hyperspectral anomaly detection  hyperspectral imagery  similarity constrained  
The spectral-spatial joint learning for change detection in multispectral imagery 期刊论文
Remote Sensing, 2019, 卷号: 11, 期号: 3
作者:  Zhang, Wuxia;  Lu, Xiaoqiang
Adobe PDF(13482Kb)  |  收藏  |  浏览/下载：165/1  |  提交时间：2019/03/26
multispectral imagery  spectral-spatial representation  Siamese CNN  feature fusion  discrimination learning  change detection  
A Coarse-to-Fine Semi-Supervised Change Detection for Multispectral Images 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 卷号: 56, 期号: 6, 页码: 3587-3599
作者:  Zhang, Wuxia;  Lu, Xiaoqiang;  Li, Xuelong;  Lu, XQ (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Ctr Opt Imagery Anal & Learning OPTIMAL, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(3641Kb)  |  收藏  |  浏览/下载：236/1  |  提交时间：2018/06/28
Change Detection  Keep It Simple And Straight-forward (Kiss) Metric Learning  Multiscale Feature  Multispectral Imagery  Semi-supervised Learning  
A Hybrid Sparsity and Distance-Based Discrimination Detector for Hyperspectral Images 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 卷号: 56, 期号: 3, 页码: 1704-1717
作者:  Lu, Xiaoqiang;  Zhang, Wuxia;  Li, Xuelong;  Lu, Xiaoqiang (luxq666666@gmail.com)
Adobe PDF(3304Kb)  |  收藏  |  浏览/下载：241/1  |  提交时间：2018/03/30
Distance-based Discrimination  Hyperspactral Imagery  Sparse Representation  Target Detection  
Global structure constrained local shape prior estimation for medical image segmentation 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2013, 卷号: 117, 期号: 9, 页码: 1017-1026
作者:  Yan, Pingkun;  Zhang, Wuxia;  Turkbey, Baris;  Choyke, Peter L.;  Li, Xuelong
Adobe PDF(3183Kb)  |  收藏  |  浏览/下载：172/1  |  提交时间：2015/05/29
Target-oriented Shape Modeling  Manifold Learning  Manifold Assumption  Medical Image Segmentation  
Estimating patient-specific shape prior for medical image segmentation 会议论文
Proceedings - International Symposium on Biomedical Imaging, Chicago, IL, United states, March 30, 2011 - April 2, 2011
作者:  ZhangWuxia;  YanPingkun;  LiXuelong;  Zhang wuxia
Adobe PDF(385Kb)  |  收藏  |  浏览/下载：419/1  |  提交时间：2012/07/09
Image Segmentation  Shape Modeling  Manifold Learning  
Learning shape statistics for hierarchical 3D medical image segmentation 会议论文
Proceedings - International Conference on Image Processing, ICIP, Brussels, Belgium, September 11, 2011 - September 14, 2014
作者:  ZhangWuxia;  YuanYuan;  LiXuelong;  YanPingkun;  Zhang wuxia
Adobe PDF(679Kb)  |  收藏  |  浏览/下载：387/1  |  提交时间：2012/07/09
3d Image Segmentation  Shape Modeling  Manifold Learning  Surface Patch Shape Statistics