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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：171/0  |  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  
Reconstruction of compressed video via non-convex minimization 期刊论文
AIP Advances, 2020, 卷号: 10, 期号: 11
作者:  Ji, Chao;  Tian, Jinshou;  Sheng, Liang;  He, Kai;  Xin, Liwei;  Yan, Xin;  Xue, Yanhua;  Zhang, Minrui;  Chen, Ping;  Wang, Xing
Adobe PDF(6732Kb)  |  收藏  |  浏览/下载：201/7  |  提交时间：2020/12/01
Deep Cross-Modal ImageVoice Retrieval in Remote Sensing 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 10, 页码: 7049-7061
作者:  Chen, Yaxiong;  Lu, Xiaoqiang;  Wang, Shuai
Adobe PDF(3711Kb)  |  收藏  |  浏览/下载：170/1  |  提交时间：2020/10/30
Remote sensing  Convolution  Quantization (signal)  Image retrieval  Deep learning  Convolutional codes  Hamming distance  Cross-modal remote sensing image-voice retrieval  deep features' similarity  deep hash codes  quantization error  
Supervised Dimensionality Reduction Methods via Recursive Regression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 9, 页码: 3269-3279
作者:  Liu, Yun;  Zhang, Rui;  Nie, Feiping;  Li, Xuelong;  Ding, Chris
Adobe PDF(1723Kb)  |  收藏  |  浏览/下载：198/1  |  提交时间：2020/10/23
Dimensionality reduction  Linear discriminant analysis  Eigenvalues and eigenfunctions  Learning systems  Computer science  Optical imaging  Optics  Optimal scaling (OS)  orthogonal least squares regression (OLSR)  orthogonal linear discriminant analysis (OLDA)  recursive regression  supervised dimensionality reduction  
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：291/0  |  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  
System design of an optical interferometer based on compressive sensing: An update 期刊论文
Optics Express, 2020, 卷号: 28, 期号: 13, 页码: 19349-19361
作者:  Liu, Gang;  Wen, Desheng;  Song, Zongxi;  Jiang, Tuochi
Adobe PDF(3030Kb)  |  收藏  |  浏览/下载：178/3  |  提交时间：2020/07/21
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：206/2  |  提交时间：2020/05/20
Hyperspectral unmixing  self-expression  spatial structure  subspace clustering  
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：228/1  |  提交时间：2020/03/30
3D human pose estimation  joint relationship  dual attention module  
Blur Kernel Estimation by Structure Sparse Prior 期刊论文
APPLIED SCIENCES-BASEL, 2020, 卷号: 10, 期号: 2
作者:  Yuan, Xiaobin;  Zhu, Jingping;  Li, Xiaobin
Adobe PDF(4601Kb)  |  收藏  |  浏览/下载：180/2  |  提交时间：2020/05/13
blind image deblurring  blur kernel estimation  structure information  sparsity regularization  locality constraint