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Attribute-Cooperated Convolutional Neural Network for Remote Sensing Image Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 12, 页码: 8358-8371
作者:  Zhang, Yuanlin;  Zheng, Xiangtao;  Yuan, Yuan;  Lu, Xiaoqiang
Adobe PDF(5153Kb)  |  收藏  |  浏览/下载：169/0  |  提交时间：2020/12/21
Feature extraction  Task analysis  Convolutional neural networks  Remote sensing  Visualization  Semantics  Manuals  Attribute learning  convolutional neural networks (CNNs)  relationship learning  remote sensing image (RSI) classification  
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：254/0  |  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  
Siamese Dilated Inception Hashing With Intra-Group Correlation Enhancement for Image Retrieval 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 8, 页码: 3032-3046
作者:  Lu, Xiaoqiang;  Chen, Yaxiong;  Li, Xuelong
Adobe PDF(3109Kb)  |  收藏  |  浏览/下载：288/0  |  提交时间：2020/09/04
Correlation  Hash functions  Semantics  Training  Approximation algorithms  Convolution  Image retrieval  Category-level semantics  deep hashing  image retrieval  multi-scale contextual information  
Subspace Clustering Constrained Sparse NMF for Hyperspectral Unmixing 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2020, 卷号: 58, 期号: 5, 页码: 3007-3019
作者:  Lu, Xiaoqiang;  Dong, Le;  Yuan, Yuan
Adobe PDF(2036Kb)  |  收藏  |  浏览/下载：205/2  |  提交时间：2020/05/20
Hyperspectral unmixing  self-expression  spatial structure  subspace clustering  
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：360/3  |  提交时间：2020/05/20
Attention  convolutional neural network (CNN)  hyperspectral image (HSI) classification  spectral–spatial feature extraction  
Deep discrete hashing with pairwise correlation learning 期刊论文
NEUROCOMPUTING, 2020, 卷号: 385, 页码: 111-121
作者:  Chen, Yaxiong;  Lu, Xiaoqiang
Adobe PDF(1753Kb)  |  收藏  |  浏览/下载：245/3  |  提交时间：2020/03/27
Image retrieval  Discrete hashing  Pairwise correlation learning  
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：230/3  |  提交时间：2020/04/23
Cross-domain scene classification  domain adaptation  multisource compensation  remote sensing scene classification  
Sound Active Attention Framework for Remote Sensing Image Captioning 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2020, 卷号: 58, 期号: 3, 页码: 1985-2000
作者:  Lu, Xiaoqiang;  Wang, Binqiang;  Zheng, Xiangtao
Adobe PDF(5034Kb)  |  收藏  |  浏览/下载：218/2  |  提交时间：2020/03/23
Active attention  remote sensing image captioning  semantic understanding  
Retrieval Topic Recurrent Memory Network for Remote Sensing Image Captioning 期刊论文
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 卷号: 13, 页码: 256-270
作者:  Wang, Binqiang;  Zheng, Xiangtao;  Qu, Bo;  Lu, Xiaoqiang
Adobe PDF(5476Kb)  |  收藏  |  浏览/下载：205/2  |  提交时间：2020/03/16
Controllable caption  recurrentmemory network (MN)  remote sensing image (RSI) caption generation  retrieval topic  
A Joint Relationship Aware Neural Network for Single-Image 3D Human Pose Estimation 期刊论文
IEEE Transactions on Image Processing, 2020, 卷号: 29, 页码: 4747-4758
作者:  Zheng, Xiangtao;  Chen, Xiumei;  Lu, Xiaoqiang
Adobe PDF(3896Kb)  |  收藏  |  浏览/下载：226/1  |  提交时间：2020/03/30
3D human pose estimation  joint relationship  dual attention module