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Tensor Decomposition-Inspired Convolutional Autoencoders for Hyperspectral Anomaly Detection 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15, 页码: 4990-5000
作者:  Sun, Bangyong;  Zhao, Zhe;  Liu, Di;  Gao, Xiaomei;  Yu, Tao
Adobe PDF(5267Kb)  |  收藏  |  浏览/下载：131/0  |  提交时间：2022/08/16
Anomaly detection  Hyperspectral imaging  Tensors  Detectors  Feature extraction  Training  Neural networks  Anomaly detection  hyperspectral image (HSI)  tensor decomposition network  
基于平面补丁的自适应八叉树三维图像重建 期刊论文
光学精密工程, 2022, 卷号: 30, 期号: 9, 页码: 1113-1122
作者:  姚程;  马彩文
Adobe PDF(1477Kb)  |  收藏  |  浏览/下载：140/2  |  提交时间：2022/07/27
计算机视觉  三维重建  卷积神经网络  神经网络  
Learning a Fully Connected U-Net for Spectrum Reconstruction of Fourier Transform Imaging Spectrometers 期刊论文
Remote Sensing, 2022, 卷号: 14, 期号: 4
作者:  Chen, Tieqiao;  Su, Xiuqin;  Li, Haiwei;  Li, Siyuan;  Liu, Jia;  Zhang, Geng;  Feng, Xiangpeng;  Wang, Shuang;  Liu, Xuebin;  Wang, Yihao;  Zou, Chunbo
Adobe PDF(10978Kb)  |  收藏  |  浏览/下载：191/4  |  提交时间：2022/03/09
Fourier transform imaging spectrometers (FTISs)  spectrum reconstruction (SpecR)  deep learning  U-Net  fully connected U-Net (FCUN)  
Disentangled Representation Learning for Cross-modal Biometric Matching 期刊论文
IEEE Transactions on Multimedia, 2022, 卷号: 24, 页码: 1763-1774
作者:  Ning, Hailong;  Zheng, Xiangtao;  Lu, Xiaoqiang;  Yuan, Yuan
Adobe PDF(6109Kb)  |  收藏  |  浏览/下载：165/1  |  提交时间：2021/05/07
Cross-modal biometric matching  Disentangled representation learning  Latent identity factors  Modalitydependent factors  
Unsupervised Balanced Hash Codes Learning With Multichannel Feature Fusion 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15, 页码: 2816-2825
作者:  Chen, Yaxiong;  Zhao, Dongjie;  Lu, Xiongbo;  Xiong, Shengwu;  Wang, Huangting
Adobe PDF(3665Kb)  |  收藏  |  浏览/下载：138/0  |  提交时间：2022/05/07
Feature extraction  Codes  Data mining  Convolution  Linear programming  Approximation algorithms  Semantics  Deep hash codes  multichannel feature fusion  multiscale context information  unsupervised hashing learning  
Robust Speckle-Autocorrelation Non-Line-of-Sight Imaging with Generative Adversarial Networks 会议论文
Thirteenth International Conference on Graphics and Image Processing, ICGIP 2021, Kunming, China, 2021-08-18
作者:  Chen, Yue;  Qu, Bo;  Lu, Xiaoqiang
Adobe PDF(753Kb)  |  收藏  |  浏览/下载：144/0  |  提交时间：2022/03/22
NLOS imaging  Generative adversarial network  Speckle-autocorrelation  Convolutional neural network  
RF and microwave photonic signal generation and processing based on Kerr micro-combs 会议论文
Terahertz, RF, Millimeter, and Submillimeter-Wave Technology and Applications XV, Virtual, Online, 2022-02-20
作者:  Sun, Yang;  Tan, Mengxi;  Wu, Jiayang;  Xu, Xingyuan;  Li, Yang;  Chu, Sai T.;  Little, Brent E.;  Morandotti, Roberto;  Mitchell, Arnan;  Moss, David J.
Adobe PDF(1255Kb)  |  收藏  |  浏览/下载：131/1  |  提交时间：2022/05/25
A Data Mining Algorithm for Hyperspectral Target Detection Based on UAV 会议论文
Proceedings of 2021 International Conference on Autonomous Unmanned Systems, ICAUS 2021, Changsha, China, 2021-09-24
作者:  Zhou, Jian;  Qiu, Shi;  Wang, Zhuping;  Nie, Cong
Adobe PDF(3415Kb)  |  收藏  |  浏览/下载：98/0  |  提交时间：2022/07/01
A laboratory open-set Martian rock classification method based on spectral signatures 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2022, 卷号: 60
作者:  Yang, Juntao;  Kang, Zhizhong;  Yang, Ze;  Xie, Juan;  Xue, Bin;  Yang, Jianfeng;  Tao, Jinyou
Adobe PDF(4835Kb)  |  收藏  |  浏览/下载：143/0  |  提交时间：2022/06/08
Contrastive learning  open-set rock classification  planetary exploration missions  transformer, Weibull distribution