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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
Authors:  Lu, Xiaoqiang;  Wang, Binqiang;  Zheng, Xiangtao
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Active attention  remote sensing image captioning  semantic understanding  
Exploiting Embedding Manifold of Autoencoders for Hyperspectral Anomaly Detection 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2020, 卷号: 58, 期号: 3, 页码: 1527-1537
Authors:  Lu, Xiaoqiang;  Zhang, Wuxia;  Huang, Ju
Adobe PDF(1670Kb)  |  Favorite  |  View/Download:6/0  |  Submit date:2020/03/23
Autoencoder (AE)  global reconstruction  hyperspectral imagery (HSI)  hyperspetral anomaly detection  local reconstruction  manifold learning  
Importance of the parallel polarization radiance for estimating inorganic particle concentrations in turbid waters based on radiative transfer simulations 期刊论文
International Journal of Remote Sensing, 2020
Authors:  Liu, Jia;  Hu, Bingliang;  He, Xianqiang;  Bai, Yan;  Tian, Liqiao;  Chen, Tieqiao;  Wang, Yihao;  Pan, Delu
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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
Authors:  Wang, Binqiang;  Zheng, Xiangtao;  Qu, Bo;  Lu, Xiaoqiang
Adobe PDF(5476Kb)  |  Favorite  |  View/Download:12/0  |  Submit date:2020/03/16
Controllable caption  recurrentmemory network (MN)  remote sensing image (RSI) caption generation  retrieval topic  
A deep hashing technique for remote sensing image-sound retrieval 期刊论文
Remote Sensing, 2020, 卷号: 12, 期号: 1
Authors:  Chen, Yaxiong;  Lu, Xiaoqiang
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cross-modal retrieval  deep hash codes  semantic similarity relationships  remote sensing  
Robust Space-Frequency Joint Representation for Remote Sensing Image Scene Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 10, 页码: 7492-7502
Authors:  Fang, Jie;  Yuan, Yuan;  Lu, Xiaoqiang;  Feng, Yachuang
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Frequency domain  joint representation  remote sensing image classification  robust  space domain  
A Feature Aggregation Convolutional Neural Network for Remote Sensing Scene Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 10, 页码: 7894-7906
Authors:  Lu, Xiaoqiang;  Sun, Hao;  Zheng, Xiangtao
Adobe PDF(6634Kb)  |  Favorite  |  View/Download:75/5  |  Submit date:2019/11/01
Feature aggregation  remote sensing image  scene classification  
Single Space Object Image Denoising and Super-Resolution Reconstructing Using Deep Convolutional Networks 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 16
Authors:  Feng, Xubin;  Su, Xiuqin;  Shen, Junge;  Jin, Humin
Adobe PDF(1556Kb)  |  Favorite  |  View/Download:44/0  |  Submit date:2019/09/27
space object  cosmic-ray  denoising  super-resolution  CNN  residual learning  
Semantic Descriptions of High-Resolution Remote Sensing Images 期刊论文
IEEE Geoscience and Remote Sensing Letters, 2019, 卷号: 16, 期号: 8, 页码: 1274-1278
Authors:  Wang, Binqiang;  Lu, Xiaoqiang;  Zheng, Xiangtao;  Li, Xuelong
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High-resolution remote sensing image  semantic understanding  
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
Authors:  Zhang, Yuanlin;  Yuan, Yuan;  Feng, Yachuang;  Lu, Xiaoqiang
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Convolutional neural networks (CNNs)  hierarchical robust CNN (HRCNN)  hierarchical spatial semantic (HSS)  object detection  remote sensing images (RSIs)  rotation and scaling robust enhancement (RSRE)