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Spectral-Spatial Attention Network for Hyperspectral Image Classification 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2020, 卷号: 58, 期号: 5, 页码: 3232-3245
作者:  Sun, Hao;  Zheng, Xiangtao;  Lu, Xiaoqiang;  Wu, Siyuan
Adobe PDF(3278Kb)  |  收藏  |  浏览/下载：346/3  |  提交时间：2020/05/20
Attention  convolutional neural network (CNN)  hyperspectral image (HSI) classification  spectral–spatial feature extraction  
Remote Sensing Scene Classification by Gated Bidirectional Network 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 1, 页码: 82-96
作者:  Sun, Hao;  Li, Siyuan;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(5526Kb)  |  收藏  |  浏览/下载：219/2  |  提交时间：2020/04/14
Feature extraction  Nonhomogeneous media  Logic gates  Aggregates  Encoding  Interference  Task analysis  Feature aggregation  remote sensing (RS) image  scene classification  
Gated and Axis-Concentrated Localization Network for Remote Sensing Object Detection 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 1, 页码: 179-192
作者:  Lu, Xiaoqiang;  Zhang, Yuanlin;  Yuan, Yuan;  Feng, Yachuang
Adobe PDF(6944Kb)  |  收藏  |  浏览/下载：236/1  |  提交时间：2020/04/14
Object detection  Feature extraction  Remote sensing  Deep learning  Detectors  Logic gates  Semantics  Deep learning  gated axis-concentrated localization network (GACL Net)  localization  remote sensing  small object detection  
AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 卷号: 55, 期号: 7, 页码: 3965-3981
作者:  Xia, Gui-Song;  Hu, Jingwen;  Hu, Fan;  Shi, Baoguang;  Bai, Xiang;  Zhong, Yanfei;  Zhang, Liangpei;  Lu, Xiaoqiang;  Xia, GS (reprint author), Wuhan Univ, State Key Lab Informat Engn Surveying Mapping Rem, Wuhan 430079, Peoples R China.
Adobe PDF(4297Kb)  |  收藏  |  浏览/下载：884/0  |  提交时间：2017/07/17
Aerial Images  Benchmark  Scene Classification  
A discriminative representation for human action recognition 期刊论文
PATTERN RECOGNITION, 2016, 卷号: 59, 页码: 88-97
作者:  Yuan, Yuan;  Zheng, Xiangtao;  Lu, Xiaoqiang;  Lu, Xiaoqiang (luxiaoqiang@opt.ac.cn)
Adobe PDF(958Kb)  |  收藏  |  浏览/下载：276/1  |  提交时间：2016/10/13
Action Recognition  Discriminative Representation  Classifier  Maximum Likelihood  
Deep object tracking with multi-modal data 会议论文
IEEE CITS 2016 ; 2016 International Conference on Computer, Information and Telecommunication Systems, Kunming, China, 2016-07-06
作者:  Zhang, Xuezhi;  Yuan, Yuan;  Lu, Xiaoqiang
Adobe PDF(753Kb)  |  收藏  |  浏览/下载：265/2  |  提交时间：2016/10/09
Computer Vision  Convolution  Image Processing  Infrared Imaging  Modal Analysis  
Surveillance Video Synopsis via Scaling Down Objects 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 2, 页码: 740-755
作者:  Li, Xuelong;  Wang, Zhigang;  Lu, Xiaoqiang
Adobe PDF(4541Kb)  |  收藏  |  浏览/下载：218/3  |  提交时间：2016/10/13
Video Synopsis  Surveillance  Reduce Collision  Reduce Size  Optimization  
Scene Recognition by Manifold Regularized Deep Learning Architecture 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 10, 页码: 2222-2233
作者:  Yuan, Y;  Mou, LC;  Lu, XQ
Adobe PDF(4686Kb)  |  收藏  |  浏览/下载：232/1  |  提交时间：2015/11/20
Scene Parsing From an MAP Perspective 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2015, 卷号: 45, 期号: 9, 页码: 1876-1886
作者:  Li, Xuelong;  Mou, Lichao;  Lu, Xiaoqiang
Adobe PDF(1883Kb)  |  收藏  |  浏览/下载：186/1  |  提交时间：2015/10/19
Dynamic Dictionary Driven By Scene  Low-rank Representation Classifier (Lrrc)  Markov Random Field (Mrf)  Maximum a Posterior (Map) Inference  Prior Contextual Constraint  Scene Parsing  
Alternatively Constrained Dictionary Learning for Image Superresolution 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2014, 卷号: 44, 期号: 3, 页码: 366-377
作者:  Lu, Xiaoqiang;  Yuan, Yuan;  Yan, Pingkun
Adobe PDF(846Kb)  |  收藏  |  浏览/下载：258/1  |  提交时间：2015/03/18
Image Superresolution  Manifold Learning  Non-local  Self-similarity  Two-stage Dictionary Training (Tsdt)