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Cross-Domain Scene Classification by Integrating Multiple Incomplete Sources 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 12, 页码: 10035-10046
作者:  Gong, Tengfei;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(4091Kb)  |  收藏  |  浏览/下载：131/1  |  提交时间：2021/12/10
Feature extraction  Optics  Distributed databases  Adversarial machine learning  Technological innovation  Sensors  Remote sensing  Cross-domain scene classification  incomplete source  multisource domain adaptation  unknown categories  
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  
Adaptive multiscale feature for object detection 期刊论文
Neurocomputing, 2021, 卷号: 449, 页码: 146-158
作者:  Yu, Xiaoyong;  Wu, Siyuan;  Lu, Xiaoqiang;  Gao, Guilong
Adobe PDF(2297Kb)  |  收藏  |  浏览/下载：190/1  |  提交时间：2021/05/08
Object detection  Classification network  Backbone network  Multiscale feature  Feature fusion  Adaptation  Anchor  Anchor-free  
A motor imagery EEG signal classification algorithm based on recurrence plot convolution neural network 期刊论文
Pattern Recognition Letters, 2021, 卷号: 146, 页码: 134-141
作者:  Meng, XianJia;  Qiu, Shi;  Wan, Shaohua;  Cheng, Keyang;  Cui, Lei
Adobe PDF(3099Kb)  |  收藏  |  浏览/下载：145/0  |  提交时间：2021/04/21
EEG signal  Recurrence plot  Convolution neural network  Classification  Motor imagery  
A 4F optical diffuser system with spatial light modulators for image data augmentation 期刊论文
Optics Communications, 2021, 卷号: 488
作者:  Li, Baopeng;  Ersoy, Okan K.;  Ma, Caiwen;  Pan, Zhibin;  Wen, Wansha;  Song, Zongxi
Adobe PDF(2534Kb)  |  收藏  |  浏览/下载：282/5  |  提交时间：2021/03/09
Image data augmentation  Image classification  Spatial light modulators  Optical diffuser  
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  
Target classification algorithms based on multispectral imaging: A review 会议论文
2021 6th International Conference on Multimedia and Image Processing, ICMIP 2021, Zhuhai, China, 2021-01-08
作者:  Zeng, Zimu;  Wang, Weifeng;  Zhang, Wenbo
Adobe PDF(964Kb)  |  收藏  |  浏览/下载：121/0  |  提交时间：2021/07/06
Multispectral  Dimension reduction  Image classification  Deep neutral network  
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：177/1  |  提交时间：2022/04/11
Hyperspectral Microscope Imaging  Random Forest  Bacteria  Classification  Urinary Pathogens  
A Supervised Segmentation Network for Hyperspectral Image Classification 期刊论文
IEEE Transactions on Image Processing, 2021, 卷号: 30, 页码: 2810-2825
作者:  Sun, Hao;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(4384Kb)  |  收藏  |  浏览/下载：208/1  |  提交时间：2021/03/24
Hyperspectral imaging  Feature extraction  Training  Task analysis  Imaging  Image segmentation  Testing  Hyperspectral image (HSI) classification  fully convolutional segmentation network (FCSN)  generalization  
Multisource Remote Sensing Data Classification With Graph Fusion Network 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2021
作者:  Du, Xingqian;  Zheng, Xiangtao;  Lu, Xiaoqiang;  Doudkin, Alexander A.
Adobe PDF(3121Kb)  |  收藏  |  浏览/下载：220/0  |  提交时间：2021/02/08
Classification  deep learning  hyperspectral image (HSI)  light detection and ranging (LiDAR)  remote sensing