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Rapid Determination of Positive-Negative Bacterial Infection Based on Micro-Hyperspectral Technology 期刊论文
SENSORS, 2024, 卷号: 24, 期号: 2
作者:  Du, Jian;  Tao, Chenglong;  Qi, Meijie;  Hu, Bingliang;  Zhang, Zhoufeng
Adobe PDF(11828Kb)  |  收藏  |  浏览/下载：58/1  |  提交时间：2024/03/04
micro-hyperspectral technology  bacterial infection  positive-negative determination  spectral feature  directly smeared urine sample  deep learning  
Deep neural network: As the novel pipelines in multiple preprocessing for Raman spectroscopy 期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2023, 卷号: 302
作者:  Gao, Chi;  Zhao, Peng;  Fan, Qi;  Jing, Haonan;  Dang, Ruochen;  Sun, Weifeng;  Feng, Yutao;  Hu, Bingliang;  Wang, Quan
Adobe PDF(2962Kb)  |  收藏  |  浏览/下载：77/0  |  提交时间：2023/09/25
Raman spectroscopy  Deep learning  Baseline correction  Spectroscopy denoising  
Multi-Prior Graph Autoencoder with Ranking-Based Band Selection for Hyperspectral Anomaly Detection 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 18
作者:  Wang, Nan;  Shi, Yuetian;  Li, Haiwei;  Zhang, Geng;  Li, Siyuan;  Liu, Xuebin
Adobe PDF(4511Kb)  |  收藏  |  浏览/下载：58/0  |  提交时间：2023/10/27
hyperspectral anomaly detection  deep learning  band selection  autoencoder  
Performance Assessment of Four Data-Driven Machine Learning Models: A Case to Generate Sentinel-2 Albedo at 10 Meters 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 10
作者:  Chen, Hao;  Lin, Xingwen;  Sun, Yibo;  Wen, Jianguang;  Wu, Xiaodan;  You, Dongqin;  Cheng, Juan;  Zhang, Zhenzhen;  Zhang, Zhaoyang;  Wu, Chaofan;  Zhang, Fei;  Yin, Kechen;  Jian, Huaxue;  Guan, Xinyu
Adobe PDF(13289Kb)  |  收藏  |  浏览/下载：47/0  |  提交时间：2023/07/03
Sentinel-2  albedo  data-driven machine learning algorithms  remote sensing  
Exploring Contrastive Representation for Weakly-Supervised Glacial Lake Extraction 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 5
作者:  Zhao, Hang;  Wang, Shuang;  Liu, Xuebin;  Chen, Fang
Adobe PDF(4541Kb)  |  收藏  |  浏览/下载：69/0  |  提交时间：2023/04/04
glacial lake extraction  Landsat-8 OLI  weakly-supervised segmentation  contrastive learning  
Nonlinear image translation using adaptive rectifier with structure adaption 期刊论文
JOURNAL OF ELECTRONIC IMAGING, 2023, 卷号: 32, 期号: 2
作者:  Zhang, Yipeng;  Hu, Bingliang;  Ning, Hailong;  Wang, Quan
Adobe PDF(7094Kb)  |  收藏  |  浏览/下载：73/0  |  提交时间：2023/07/03
image translation  generative adversarial networks  activation function  deep learning  
Cloud Contaminated Multispectral Remote Sensing Image Enhancement Algorithm Based on MobileNet 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 19
作者:  Li, Xuemei;  Ye, Huping;  Qiu, Shi
Adobe PDF(13742Kb)  |  收藏  |  浏览/下载：98/0  |  提交时间：2022/10/28
remote sensing  self-supervision  multi-layer  feature fusion  multispectral  
A Spatial-Spectral Joint Attention Network for Change Detection in Multispectral Imagery 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 14
作者:  Zhang, Wuxia;  Zhang, Qinyu;  Liu, Shuo;  Pan, Xiaoying;  Lu, Xiaoqiang
Adobe PDF(15917Kb)  |  收藏  |  浏览/下载：106/0  |  提交时间：2022/08/31
change detection  attention mechanism  spatial-spectral features  multispectral imagery  
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：180/4  |  提交时间：2022/03/09
Fourier transform imaging spectrometers (FTISs)  spectrum reconstruction (SpecR)  deep learning  U-Net  fully connected U-Net (FCUN)  
Deep robust residual network for super-resolution of 2D fetal brain MRI 期刊论文
SCIENTIFIC REPORTS, 2022, 卷号: 12, 期号: 1
作者:  Song, Liyao;  Wang, Quan;  Liu, Ting;  Li, Haiwei;  Fan, Jiancun;  Yang, Jian;  Hu, Bingliang
Adobe PDF(1339Kb)  |  收藏  |  浏览/下载：137/1  |  提交时间：2022/02/14