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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：185/0  |  提交时间：2021/12/13
Pneumonia image classification  Convolution neural network  Deep learning  VGG19  Support vector machine  eXtreme Gradient Boosting  
Accelerating patch-based low-rank image restoration using kd-forest and Lanczos approximation 期刊论文
Information Sciences, 2021, 卷号: 556, 页码: 177-193
作者:  Guo, Qiang;  Zhang, Yongxia;  Qiu, Shi;  Zhang, Caiming
Adobe PDF(1839Kb)  |  收藏  |  浏览/下载：143/0  |  提交时间：2021/02/02
Image restoration  Low-rank approximation  Singular value decomposition  Kd-tree  Lanczos bidiagonalization  
Augmenting photoluminescence of monolayer MoS2 using high order modes in a metal dimer-on-film nanocavity 期刊论文
Photonics Research, 2021, 卷号: 9, 期号: 4, 页码: 501-506
作者:  Cao, Shiyin;  Hou, Liping;  Wang, Qifa;  Li, Chenyang;  Yu, Weixing;  Gan, Xuetao;  Liu, Kaihui;  Premaratne, Malin;  Xiao, Fajun;  Zhao, Jianlin
Adobe PDF(954Kb)  |  收藏  |  浏览/下载：153/1  |  提交时间：2021/04/21
Distribution equalization learning mechanism for road crack detection 期刊论文
Neurocomputing, 2021, 卷号: 424, 页码: 193-204
作者:  Fang, Jie;  Qu, Bo;  Yuan, Yuan
Adobe PDF(2391Kb)  |  收藏  |  浏览/下载：173/0  |  提交时间：2021/01/18
Road crack detection  Salient object detection  Imbalanced sample  Ill conditioned classifier  
Development of a self-calibration method for real-time monitoring of SO2 ship emissions with UV cameras 期刊论文
Optics Express, 2021, 卷号: 29, 期号: 2, 页码: 1813-1823
作者:  Wu, Kuijun;  Xiong, Yuanhui;  Feng, Yutao;  Yu, Yi;  Li, Faquan
Adobe PDF(4246Kb)  |  收藏  |  浏览/下载：135/0  |  提交时间：2021/02/02
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：105/0  |  提交时间：2022/01/21
image classification  convolution neural network (CNN)  deep learning (DL)  pneumonia image  chest X-ray