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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
Authors:  Wang, Guoli;  Fan, Bin;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(878Kb)  |  Favorite  |  View/Download:184/90  |  Submit date:2017/05/09
Convolutional Neural Networks (Cnns)  Mixed-resolution Representation  Remote Sensing Scene Classification  Vector Of Locally Aggregated Descriptors (Vlad)  
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
Authors:  Wang, Hongzhen;  Wang, Ying;  Zhang, Qian;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(2410Kb)  |  Favorite  |  View/Download:118/26  |  Submit date:2017/07/18
Semantic Segmentation  Cnn  Deep Learning  Isprs  Remote Sensing  Gate  
Automatic Road Detection and Centerline Extraction via Cascaded End-to-End Convolutional Neural Network 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 卷号: 55, 期号: 6, 页码: 3322-3337
Authors:  Cheng, Guangliang;  Wang, Ying;  Xu, Shibiao;  Wang, Hongzhen;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(11402Kb)  |  Favorite  |  View/Download:227/34  |  Submit date:2017/05/09
Cascaded Convolutional Neural Network (Casnet)  End-to-end  Road Centerline Extraction  Road Detection  
Building Extraction from Remotely Sensed Images by Integrating Saliency Cue 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2016, 卷号: 10, 期号: 3, 页码: 906-919
Authors:  Li, Er;  Xu, Shibiao(共同第一作者);  Meng, Weiliang;  Zhang, Xiaopeng;  Xiaopeng Zhang
View  |  Adobe PDF(1646Kb)  |  Favorite  |  View/Download:297/90  |  Submit date:2016/10/24
Buildings  Fully Connected Conditional Random Field (Crf)  Saliency  
Efficient Multiple Feature Fusion With Hashing for Hyperspectral Imagery Classification: A Comparative Study 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2016, 卷号: 54, 期号: 8, 页码: 4461-4478
Authors:  Zhong, Zisha;  Fan, Bin;  Ding, Kun;  Li, Haichang;  Xiang, Shiming;  Pan, Chunhong;  zszhong@nlpr.ia.ac.cn
View  |  Adobe PDF(4943Kb)  |  Favorite  |  View/Download:126/40  |  Submit date:2016/12/26
Binary Codes  Classification  Feature Fusion  Hashing  Hyperspectral Images  
Speeding Up the Bilateral Filter: A Joint Acceleration Way 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 6, 页码: 2657-2672
Authors:  Dai, Longquan;  Yuan, Mengke;  Zhang, Xiaopeng
View  |  Adobe PDF(7883Kb)  |  Favorite  |  View/Download:50/2  |  Submit date:2016/10/20
Fast Bilateral Filter  Best N-term Approximation  Haar Functions  Truncated Trigonometric Functions  
Semisupervised Hyperspectral Image Classification via Discriminant Analysis and Robust Regression 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2016, 卷号: 9, 期号: 2, 页码: 595-608
Authors:  Cheng, Guangliang;  Zhu, Feiyun;  Xiang, Shiming;  Wang, Ying;  Pan, Chunhong
View  |  Adobe PDF(2011Kb)  |  Favorite  |  View/Download:141/57  |  Submit date:2016/06/14
Discriminant Analysis  Hyperspectral Image Classification (Hsic)  Pairwise Constraints  Robust Regression  Semisupervised Learning (Ssl)