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Spectral encoder to extract the efficient features of Raman spectra for reliable and precise quantitative analysis 期刊论文
Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy, 2024, 卷号: 312
作者:  Gao, Chi;  Fan, Qi;  Zhao, Peng;  Sun, Chao;  Dang, Ruochen;  Feng, Yutao;  Hu, Bingliang;  Wang, Quan
Adobe PDF(2752Kb)  |  收藏  |  浏览/下载：36/1  |  提交时间：2024/04/08
Raman spectroscopy  Quantitative analysis  Deep learning  Spectral encoder  Feature extraction  
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：66/1  |  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：90/0  |  提交时间：2023/09/25
Raman spectroscopy  Deep learning  Baseline correction  Spectroscopy denoising  
A Plant Disease Classification Algorithm Based on Attention MobileNet V2 期刊论文
Algorithms, 2023, 卷号: 16, 期号: 9
作者:  Wang, Huan;  Qiu, Shi;  Ye, Huping;  Liao, Xiaohan
Adobe PDF(14760Kb)  |  收藏  |  浏览/下载：47/0  |  提交时间：2023/10/13
plant disease  classification  MobileNet V2  attention  
A Deep-Learning Based System for Rapid Genus Identification of Pathogens under Hyperspectral Microscopic Images 期刊论文
CELLS, 2022, 卷号: 11, 期号: 14
作者:  Tao, Chenglong;  Du, Jian;  Tang, Yingxin;  Wang, Junjie;  Dong, Ke;  Yang, Ming;  Hu, Bingliang;  Zhang, Zhoufeng
Adobe PDF(2076Kb)  |  收藏  |  浏览/下载：108/0  |  提交时间：2022/08/31
infectious pathogens  hyperspectral microscopy  bacteria identification  artificial intelligence  imaging  genus  spectral characteristics  
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：192/0  |  提交时间：2021/12/13
Pneumonia image classification  Convolution neural network  Deep learning  VGG19  Support vector machine  eXtreme Gradient Boosting  
Classification of Common Urinary Pathogens Based on Hyperspectral Microscope Imaging 会议论文
Proceedings of 2021 IEEE 2nd International Conference on Information Technology, Big Data and Artificial Intelligence, ICIBA 2021, Chongqing, China, 2021-12-17
作者:  Tao, Chenglong;  Du, Jian;  Wang, Quan;  Hu, Bingliang;  Zhang, Zhoufeng
Adobe PDF(9660Kb)  |  收藏  |  浏览/下载：185/1  |  提交时间：2022/04/11
Hyperspectral Microscope Imaging  Random Forest  Bacteria  Classification  Urinary Pathogens  
Pneumonia image classification based on convolutional neural network 会议论文
Twelfth International Conference on Information Optics and Photonics, CIOP 2021, Xi'an, China, 2021-07-23
作者:  Xiong, Feng;  He, Di;  Liu, Yujie;  Qi, Meijie;  Zhang, Zhoufeng;  Liu, Lixin
Adobe PDF(475Kb)  |  收藏  |  浏览/下载：117/0  |  提交时间：2022/01/21
image classification  convolution neural network (CNN)  deep learning (DL)  pneumonia image  chest X-ray  
Photocatalytic ozonation for sea water decontamination 期刊论文
JOURNAL OF WATER PROCESS ENGINEERING, 2020, 卷号: 37
作者:  Tsoi, Chi Chung;  Huang, Xiaowen;  Leung, Polly H. M.;  Wang, Ning;  Yu, Weixing;  Jia, Yanwei;  Li, Zhaohui;  Zhang, Xuming
Adobe PDF(1476Kb)  |  收藏  |  浏览/下载：312/0  |  提交时间：2020/11/02
Photocatalysis  Ozonation  Sea water  Decontamination  Wastewater treatment  
Multispectral curved compound eye camera 期刊论文
Optics Express, 2020, 卷号: 28, 期号: 7, 页码: 9216-9231
作者:  Yu, Xiaodan;  Liu, Chenyang;  Zhang, Yuanjie;  Xu, Huangrong;  Wang, Yuanyuan;  Yu, Weixing
Adobe PDF(2560Kb)  |  收藏  |  浏览/下载：194/1  |  提交时间：2020/04/23