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Optimal superpixel selection for hyperspectral image classification of limited training samples 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2021, 卷号: 42, 期号: 23, 页码: 9059-9075
作者:  Wang, Wenning;  Liu, Xuebin;  Mou, Xuanqin
Adobe PDF(8828Kb)  |  收藏  |  浏览/下载：122/0  |  提交时间：2021/11/12
荧光寿命成像在癌症诊断研究中的应用（特邀） 期刊论文
光子学报, 2021, 卷号: 50, 期号: 10
作者:  刘立新;  齐美捷;  郜鹏;  薛平;  屈军乐
Adobe PDF(5126Kb)  |  收藏  |  浏览/下载：130/0  |  提交时间：2021/12/13
荧光寿命  荧光寿命成像  癌症诊断  内源性荧光团  外源性荧光团  
Classification of Pneumonia Images Based on Improved VGG19 Convolutional Neural Network (Invited) 期刊论文
Guangzi Xuebao/Acta Photonica Sinica, 2021, 卷号: 50, 期号: 10
作者:  Xiong, Feng;  He, Di;  Liu, Yujie;  Qi, Meijie;  Gao, Peng;  Zhang, Zhoufeng;  Liu, Lixin
Adobe PDF(2510Kb)  |  收藏  |  浏览/下载：183/0  |  提交时间：2021/12/13
Pneumonia image classification  Convolution neural network  Deep learning  VGG19  Support vector machine  eXtreme Gradient Boosting  
基于遗传算法-支持向量机的兔肝VX2肿瘤光谱鉴别 期刊论文
光谱学与光谱分析, 2021, 卷号: 41, 期号: 10
作者:  刘晨阳;  许黄蓉;  段峰;  王泰升;  卢振武;  鱼卫星
Adobe PDF(3370Kb)  |  收藏  |  浏览/下载：136/2  |  提交时间：2021/10/25
兔肝VX2肿瘤  可见-近红外光谱  遗传算法  支持向量机  
Uav-borne hyperspectral imaging remote sensing system based on acousto-optic tunable filter for water quality monitoring 期刊论文
Remote Sensing, 2021, 卷号: 13, 期号: 20
作者:  Liu, Hong;  Yu, Tao;  Hu, Bingliang;  Hou, Xingsong;  Zhang, Zhoufeng;  Liu, Xiao;  Liu, Jiacheng;  Wang, Xueji;  Zhong, Jingjing;  Tan, Zhengxuan;  Xia, Shaoxia;  Qian, Bao
Adobe PDF(115362Kb)  |  收藏  |  浏览/下载：135/1  |  提交时间：2021/11/01
hyperspectral imaging  acousto-optic tunable filter  UAV platform  remote sensing  water quality monitoring  
Spectral-temporal channeled spectropolarimetry using deep-learning-based adaptive filtering 期刊论文
Optics Letters, 2021, 卷号: 46, 期号: 17, 页码: 4394-4397
作者:  Li, Qiwei;  Song, Jiawei;  Alenin, Andrey S.;  Tyo, J. Scott
Adobe PDF(5256Kb)  |  收藏  |  浏览/下载：104/0  |  提交时间：2021/09/18
Residual Self-Calibration and Self-Attention Aggregation Network for Crop Disease Recognition 期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 卷号: 18, 期号: 16
作者:  Zhang, Qiang;  Sun, Banyong;  Cheng, Yaxiong;  Li, Xijie
Adobe PDF(17776Kb)  |  收藏  |  浏览/下载：131/0  |  提交时间：2021/09/09
crop disease recognition  self-calibration  self-attention  residual  
A comparison of neural networks algorithms for EEG and sEMG features based gait phases recognition 期刊论文
Biomedical Signal Processing and Control, 2021, 卷号: 68
作者:  Wei, Pengna;  Zhang, Jinhua;  Tian, Feifei;  Hong, Jun
Adobe PDF(5105Kb)  |  收藏  |  浏览/下载：164/0  |  提交时间：2021/04/25
Surface electromyography (sEMG)  Electroencephalogram (EEG)  Gait phases recognition  Feature dimension  Feature-classifier combination  
Semi-supervised LDA Based Method for Similarity Distance Metric Learning 会议论文
Proceedings of the 4th International Conference on Information Science and Systems, ICISS 2021, Virtual, Online, United kingdom, 2021-03-17
作者:  Deng, Ren;  Chen, Yaxuan;  Han, Ruilin;  Xiao, Han;  Li, Xijie
Adobe PDF(966Kb)  |  收藏  |  浏览/下载：97/0  |  提交时间：2021/09/03
Generative Adversarial Capsule Network With ConvLSTM for Hyperspectral Image Classification 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2021, 卷号: 18, 期号: 3, 页码: 523-527
作者:  Wang, Wei-Ye;  Li, Heng-Chao;  Deng, Yang-Jun;  Shao, Li-Yang;  Lu, Xiao-Qiang;  Du, Qian
Adobe PDF(3457Kb)  |  收藏  |  浏览/下载：188/0  |  提交时间：2021/04/08
Capsule network (CapsNet)  convolutional neural network (CNN)  data augmentation  deep learning  generative adversarial network (GAN)  hyperspectral image (HSI) classification