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Semantic labeling of high-resolution aerial images using an ensemble of fully convolutional networks 期刊论文
JOURNAL OF APPLIED REMOTE SENSING, 2017, 卷号: 11, 期号: 4, 页码: 042617 1-18
作者:  Sun, Xiaofeng;  Shen, Shuhan;  Lin, Xiangguo;  Hu, Zhanyi
浏览  |  Adobe PDF(6923Kb)  |  收藏  |  浏览/下载：378/93  |  提交时间：2018/10/09
Semantic Labeling  Fully Convolutional Network  Aerial Images  Convolutional Neural Network  Ensemble Learning  
The Twist Tensor Nuclear Norm for Video Completion 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 12, 页码: 2961-2973
作者:  Hu, Wenrui;  Tao, Dacheng;  Zhang, Wensheng;  Xie, Yuan;  Yang, Yehui;  Wensheng Zhang
浏览  |  Adobe PDF(24685Kb)  |  收藏  |  浏览/下载：461/142  |  提交时间：2016/10/22
Low-rank Tensor Estimation (Lrte)  Tensor Multirank  Tensor Nuclear Norm (Tnn)  Twist Tensor  Video Completion  
Bioluminescence Tomography Based on Gaussian Weighted Laplace Prior Regularization for In Vivo Morphological Imaging of Glioma 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2017, 卷号: 36, 期号: 11, 页码: 2343-2354
作者:  Gao, Yuan;  Wang, Kun;  Jiang, Shixin;  Liu, Yuhao;  Ai, Ting;  Tian, Jie
浏览  |  Adobe PDF(1962Kb)  |  收藏  |  浏览/下载：553/184  |  提交时间：2018/01/02
Bioluminescence Tomography  Multimodality Fusion  Brain  
Building Energy Consumption Prediction: An Extreme Deep Learning Approach 期刊论文
ENERGIES, 2017, 卷号: 10, 期号: 10, 页码: 1-20
作者:  Li, Chengdong;  Ding, Zixiang;  Zhao, Dongbin;  Yi, Jianqiang;  Zhang, Guiqing
浏览  |  Adobe PDF(1918Kb)  |  收藏  |  浏览/下载：294/46  |  提交时间：2017/12/30
Building Energy Consumption  Deep Learning  Stacked Autoencoders  Extreme Learning Machine  
Aggregating Rich Hierarchical Features for Scene Classification in Remote Sensing Imagery 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 卷号: 10, 期号: 9, 页码: 4104-4115
作者:  Wang, Guoli;  Fan, Bin;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(878Kb)  |  收藏  |  浏览/下载：496/212  |  提交时间：2017/05/09
Convolutional Neural Networks (Cnns)  Mixed-resolution Representation  Remote Sensing Scene Classification  Vector Of Locally Aggregated Descriptors (Vlad)  
High-Resolution Remote Sensing Data Classification over Urban Areas Using Random Forest Ensemble and Fully Connected Conditional Random Field 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2017, 卷号: 6, 期号: 8, 页码: 1-26
作者:  Sun, Xiaofeng;  Lin, Xiangguo;  Shen, Shuhan;  Hu, Zhanyi
浏览  |  Adobe PDF(18038Kb)  |  收藏  |  浏览/下载：291/58  |  提交时间：2018/03/03
Semantic Labeling  Random Forest  Conditional Random Field  Differential Morphological Profile  Ensemble Learning  
Feature Selection Based on Structured Sparsity: A Comprehensive Study 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 7, 页码: 1490-1507
作者:  Gui, Jie;  Sun, Zhenan;  Ji, Shuiwang;  Tao, Dacheng;  Tan, Tieniu
Adobe PDF(3835Kb)  |  收藏  |  浏览/下载：535/268  |  提交时间：2017/09/12
Dimensionality Reduction  Feature Selection  Sparse  Structured Sparsity  
Online Target Recognition for Time-sensitive Space Information Networks 期刊论文
IEEE Transactions on Computational Imaging, 2017, 卷号: 1, 期号: 1, 页码: 1
作者:  Huo CL(霍春雷);  Huo CL(霍春雷)
Adobe PDF(1010Kb)  |  收藏  |  浏览/下载：362/119  |  提交时间：2016/10/24
Target Recognition  Space Information Networks  Information Processing  Information Compression  Feature Adaption..  
Cost-Effective Class-Imbalance Aware CNN for Vehicle Localization and Categorization in High Resolution Aerial Images 期刊论文
REMOTE SENSING, 2017, 卷号: 9, 期号: 5, 页码: 494
作者:  Li, Feimo;  Li, Shuxiao;  Zhu, Chengfei;  Lan, Xiaosong;  Chang, Hongxing;  李非墨,李书晓
Adobe PDF(4065Kb)  |  收藏  |  浏览/下载：450/127  |  提交时间：2017/05/18
Vehicle Localization  Vehicle Classification  High Resolution  Aerial Image  Convolutional Neural Network (Cnn)  Class Imbalance  
Gated Convolutional Neural Network for Semantic Segmentation in High-Resolution Images 期刊论文
REMOTE SENSING, 2017, 卷号: 9, 期号: 5, 页码: 446
作者:  Wang, Hongzhen;  Wang, Ying;  Zhang, Qian;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(2410Kb)  |  收藏  |  浏览/下载：432/92  |  提交时间：2017/07/18
Semantic Segmentation  Cnn  Deep Learning  Isprs  Remote Sensing  Gate