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Deep balanced discrete hashing for image retrieval 期刊论文
Neurocomputing, 2020, 卷号: 403, 页码: 224-236
Authors:  Zheng, Xiangtao;  Zhang, Yichao;  Lu, Xiaoqiang
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Image retrieval  Convolutional neural network  Balance controling  Discrete hashing  
End-to-end learning interpolation for object tracking in low frame-rate video 期刊论文
IET Image Processing, 2020, 卷号: 14, 期号: 6, 页码: 1066-1072
Authors:  Liu, Liqiang;  Cao, Jianzhong
Adobe PDF(1723Kb)  |  Favorite  |  View/Download:10/0  |  Submit date:2020/05/20
video signal processing  learning (artificial intelligence)  object tracking  interpolation  mobile computing  low frame rates  implicit video frame interpolation sub-network  object tracking  low frame-rate video  high frame-rate latent video  effective end-to-end optimisation  frame rate  tracking accuracy  semantic video analytics  end-to-end learning interpolation  subsequent semantic analytics  bandwidth constraints  analytics performance  
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
Authors:  Sun, Hao;  Zheng, Xiangtao;  Lu, Xiaoqiang;  Wu, Siyuan
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Attention  convolutional neural network (CNN)  hyperspectral image (HSI) classification  spectral–spatial feature extraction  
High-performance concealment of defective pixel clusters in infrared imagers 期刊论文
Applied Optics, 2020, 卷号: 59, 期号: 13, 页码: 4081-4090
Authors:  Chen, Yaohong;  Kang, Jin U.;  Zhang, Gaopeng;  Cao, Jianzhong;  Xie, Qingsheng;  Kwan, Chiman
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Lensless computational imaging technology using deep convolutional network 期刊论文
Sensors (Switzerland), 2020, 卷号: 20, 期号: 9
Authors:  Chen, Peidong;  Su, Xiuqin;  Liu, Muyuan;  Zhu, Wenhua
Adobe PDF(3539Kb)  |  Favorite  |  View/Download:8/0  |  Submit date:2020/05/28
lensless  lens-free  computational imaging  deep learning  FCN (Fully Convolutional Networks)  U-Net  Dense-U-Net  image reconstruction  
Full-color optically-sectioned imaging by wide-field microscopy via deep-learning 期刊论文
BIOMEDICAL OPTICS EXPRESS, 2020, 卷号: 11, 期号: 5, 页码: 2619-2632
Authors:  Bai, Chen;  Qian, Jia;  Dang, Shipei;  Peng, Tong;  Min, Junwei;  Lei, Ming;  Dan, Dan;  Yao, Baoli
Adobe PDF(8138Kb)  |  Favorite  |  View/Download:12/0  |  Submit date:2020/05/29
Mobile person re-identification with a lightweight trident CNN 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2020, 卷号: 63, 期号: 11
Authors:  Xiong, Mingfu;  Chen, Dan;  Lu, Xiaoqiang
Adobe PDF(232Kb)  |  Favorite  |  View/Download:10/0  |  Submit date:2020/05/18
Deep discrete hashing with pairwise correlation learning 期刊论文
NEUROCOMPUTING, 2020, 卷号: 385, 页码: 111-121
Authors:  Chen, Yaxiong;  Lu, Xiaoqiang
Adobe PDF(1753Kb)  |  Favorite  |  View/Download:21/1  |  Submit date: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
Authors:  Lu, Xiaoqiang;  Gong, Tengfei;  Zheng, Xiangtao
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Cross-domain scene classification  domain adaptation  multisource compensation  remote sensing scene classification  
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:16/1  |  Submit date:2020/03/23
Autoencoder (AE)  global reconstruction  hyperspectral imagery (HSI)  hyperspetral anomaly detection  local reconstruction  manifold learning