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A Spatial-Spectral Joint Attention Network for Change Detection in Multispectral Imagery 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 14
作者:  Zhang, Wuxia;  Zhang, Qinyu;  Liu, Shuo;  Pan, Xiaoying;  Lu, Xiaoqiang
Adobe PDF(15917Kb)  |  收藏  |  浏览/下载：112/0  |  提交时间：2022/08/31
change detection  attention mechanism  spatial-spectral features  multispectral imagery  
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：134/1  |  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  
Bio-Inspired Representation Learning for Visual Attention Prediction 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 7, 页码: 3562-3575
作者:  Yuan, Yuan;  Ning, Hailong;  Lu, Xiaoqiang
Adobe PDF(2877Kb)  |  收藏  |  浏览/下载：162/0  |  提交时间：2021/07/12
Bio-inspired  center-bias prior  contrast features  densely connected  reduction-attention  semantic features  visual attention prediction (VAP)  
Nonlocal Graph Convolutional Networks for Hyperspectral Image Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 12, 页码: 8246-8257
作者:  Mou, Lichao;  Lu, Xiaoqiang;  Li, Xuelong;  Zhu, Xiao Xiang
Adobe PDF(10395Kb)  |  收藏  |  浏览/下载：252/0  |  提交时间：2020/12/21
Hyperspectral imaging  Convolution  Task analysis  Recurrent neural networks  Semisupervised learning  Support vector machines  Graph convolutional network (GCN)  hyperspectral image classification  nonlocal graph  semisupervised learning  
Discrete Deep Hashing with Ranking Optimization for Image Retrieval 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2020, 卷号: 31, 期号: 6, 页码: 2052-2063
作者:  Lu, Xiaoqiang;  Chen, Yaxiong;  Li, Xuelong
Adobe PDF(3191Kb)  |  收藏  |  浏览/下载：206/2  |  提交时间：2020/06/24
Category-level Information  discrete deep hashing  image retrieval  ranking information  
Multisource Compensation Network for Remote Sensing Cross-Domain Scene Classification 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2020, 卷号: 58, 期号: 4, 页码: 2504-2515
作者:  Lu, Xiaoqiang;  Gong, Tengfei;  Zheng, Xiangtao
Adobe PDF(2825Kb)  |  收藏  |  浏览/下载：228/3  |  提交时间：2020/04/23
Cross-domain scene classification  domain adaptation  multisource compensation  remote sensing scene classification  
Unsupervised learning of human action categories in still images with deep representations 期刊论文
ACM Transactions on Multimedia Computing, Communications and Applications, 2019, 卷号: 15, 期号: 4
作者:  Zheng, Yunpeng;  Li, Xuelong;  Lu, Xiaoqiang
Adobe PDF(23484Kb)  |  收藏  |  浏览/下载：212/2  |  提交时间：2020/01/17
Action categorization  unsupervised learning  deep representations  
Weather recognition via classification labels and weather-cue maps 期刊论文
Pattern Recognition, 2019, 卷号: 95, 页码: 272-284
作者:  Zhao, Bin;  Hua, Lulu;  Li, Xuelong;  Lu, Xiaoqiang;  Wang, Zhigang
Adobe PDF(3730Kb)  |  收藏  |  浏览/下载：320/1  |  提交时间：2019/07/17
Weather recognition  Weather-cue map  Multi-task framework  
Hierarchical and Robust Convolutional Neural Network for Very High-Resolution Remote Sensing Object Detection 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 8, 页码: 5535-5548
作者:  Zhang, Yuanlin;  Yuan, Yuan;  Feng, Yachuang;  Lu, Xiaoqiang
Adobe PDF(11192Kb)  |  收藏  |  浏览/下载：354/3  |  提交时间：2019/08/13
Convolutional neural networks (CNNs)  hierarchical robust CNN (HRCNN)  hierarchical spatial semantic (HSS)  object detection  remote sensing images (RSIs)  rotation and scaling robust enhancement (RSRE)  
The spectral-spatial joint learning for change detection in multispectral imagery 期刊论文
Remote Sensing, 2019, 卷号: 11, 期号: 3
作者:  Zhang, Wuxia;  Lu, Xiaoqiang
Adobe PDF(13482Kb)  |  收藏  |  浏览/下载：175/1  |  提交时间：2019/03/26
multispectral imagery  spectral-spatial representation  Siamese CNN  feature fusion  discrimination learning  change detection