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基于低秩表示与张量分解的高光谱降噪算法研究 学位论文
, 北京: 中国科学院大学, 2020
Authors:  龚韬
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高光谱图像  降噪  低秩表示  张量分解  三维全变分  
单光子探测编码技术及图像重构算法研究 学位论文
, 北京: 中国科学院大学, 2020
Authors:  陈松懋
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单光子探测  距离模糊  泊松分布  拉普拉斯正则化  多光谱成像  
Subspace Clustering Constrained Sparse NMF for Hyperspectral Unmixing 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2020, 卷号: 58, 期号: 5, 页码: 3007-3019
Authors:  Lu, Xiaoqiang;  Dong, Le;  Yuan, Yuan
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Hyperspectral unmixing  self-expression  spatial structure  subspace clustering  
High-performance concealment of defective pixel clusters in infrared imagers 期刊论文
Applied Optics, 2020, 卷号: 59, 期号: 13, 页码: 4081-4090
Authors:  Chen, Yaohong;  Kang, Jin U.;  Zhang, Gaopeng;  Cao, Jianzhong;  Xie, Qingsheng;  Kwan, Chiman
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Efficient learning-based blur removal method based on sparse optimization for image restoration 期刊论文
PLOS ONE, 2020, 卷号: 15, 期号: 3
Authors:  Yang, Haoyuan;  Su, Xiuqin;  Chen, Songmao;  Zhu, Wenhua;  Ju, Chunwu
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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
Authors:  Lu, Xiaoqiang;  Zhang, Wuxia;  Huang, Ju
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Autoencoder (AE)  global reconstruction  hyperspectral imagery (HSI)  hyperspetral anomaly detection  local reconstruction  manifold learning  
Non-blind image blur removal method based on a Bayesian hierarchical model with hyperparameter priors 期刊论文
OPTIK, 2020, 卷号: 204
Authors:  Yang, Haoyuan;  Su, Xiuqin;  Wu, Jing;  Chen, Songmao
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Image prior  Blur removal  Bayesian hierarchical model  Regularization  
Learning Non-Local Spatial Correlations to Restore Sparse 3D Single-Photon Data 期刊论文
IEEE Transactions on Image Processing, 2020, 卷号: 29, 页码: 3119-3131
Authors:  Chen, Songmao;  Halimi, Abderrahim;  Ren, Ximing;  McCarthy, Aongus;  Su, Xiuqin;  McLaughlin, Stephen;  Buller, Gerald S.
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Single photon  3D Lidar imaging  Poisson statistics  image restoration  ADMM  Laplacian regularization  graph,non-uniform sampling  multi-scale analysis  
An improved method for 3D reconstruction based on uniform point drift registration estimation 会议论文
2019 International Conference on Optical Instruments and Technology: Advanced Laser Technology and Applications, Beijing, China, 2019-10-26
Authors:  Zhang, Fan;  Wang, Xin;  Hu, Chao;  Qu, YouShan
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3D Reconstruction  Uniform Point Drift  Lidar  Binocular Stereo Vision  
A deep hashing technique for remote sensing image-sound retrieval 期刊论文
Remote Sensing, 2020, 卷号: 12, 期号: 1
Authors:  Chen, Yaxiong;  Lu, Xiaoqiang
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cross-modal retrieval  deep hash codes  semantic similarity relationships  remote sensing