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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：189/0  |  提交时间：2021/12/13
Pneumonia image classification  Convolution neural network  Deep learning  VGG19  Support vector machine  eXtreme Gradient Boosting  
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：137/1  |  提交时间：2021/11/01
hyperspectral imaging  acousto-optic tunable filter  UAV platform  remote sensing  water quality monitoring  
Local and correlation attention learning for subtle facial expression recognition 期刊论文
Neurocomputing, 2021, 卷号: 453, 页码: 742-753
作者:  Wang, Shaocong;  Yuan, Yuan;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(2425Kb)  |  收藏  |  浏览/下载：180/0  |  提交时间：2020/10/30
Facial expression recognition  Feature extraction  Neural network  Attention mechanism  
Difference curvature multidimensional network for hyperspectral image super-resolution 期刊论文
Remote Sensing, 2021, 卷号: 13, 期号: 17
作者:  Zhang, Chi;  Zhang, Mingjin;  Li, Yunsong;  Gao, Xinbo;  Shi, Qiu
Adobe PDF(18175Kb)  |  收藏  |  浏览/下载：169/0  |  提交时间：2021/09/18
hyperspectral image  super-resolution  deep neural networks  difference curvature  attention  
Quantitative atmospheric rendering for real-time infrared scene simulation 期刊论文
INFRARED PHYSICS & TECHNOLOGY, 2021, 卷号: 114
作者:  Wu, Xin;  Zhang, Chi;  Huang, Melin;  Yang, Chen;  Ding, Guopeng
Adobe PDF(2804Kb)  |  收藏  |  浏览/下载：125/0  |  提交时间：2021/04/22
Atmospheric rendering  Infrared scene simulation  Radiative transfer  Quantitative model  Real-time rendering  
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：145/0  |  提交时间：2021/02/02
Image restoration  Low-rank approximation  Singular value decomposition  Kd-tree  Lanczos bidiagonalization  
A compact bionic compound eye camera for imaging in a large field of view 期刊论文
Optics and Laser Technology, 2021, 卷号: 135
作者:  Wang, Yuanyuan;  Shi, Chengyong;  Xu, Huangrong;  Zhang, Yuanjie;  Yu, Weixing
Adobe PDF(5118Kb)  |  收藏  |  浏览/下载：192/0  |  提交时间：2020/12/01
Bionic compound eye  Optical relay system  3-D printing  
Spectral-Spatial Joint Sparse NMF for Hyperspectral Unmixing 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2021, 卷号: 59, 期号: 3, 页码: 2391-2402
作者:  Dong, Le;  Yuan, Yuan;  Lu, Xiaoqiang
Adobe PDF(2358Kb)  |  收藏  |  浏览/下载：164/1  |  提交时间：2021/03/29
Global spatial structure group  local spectral group  nonnegative matrix factorization (NMF)  sparse expression  
SpectralSpatial Joint Sparse NMF for Hyperspectral Unmixing 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 3, 页码: 2391-2402
作者:  Dong, Le;  Yuan, Yuan;  Lu, Xiaoqiang
Adobe PDF(2358Kb)  |  收藏  |  浏览/下载：200/0  |  提交时间：2021/04/19
Global spatial structure group  local spectral group  nonnegative matrix factorization (NMF)  sparse expression  
A Deformable Convolutional Neural Network with Oriented Response for Fine-Grained Visual Classification 会议论文
2021 13th International Conference on Machine Learning and Computing, ICMLC 2021, Virtual, Online, China, 2021-02-26
作者:  Ruan, Shangxian;  Yang, Jiating;  Chen, Jianbo
Adobe PDF(2952Kb)  |  收藏  |  浏览/下载：128/0  |  提交时间：2021/07/20
Fine-grained visual classification  Deformable convolution  Oriented response  Weakly supervised