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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
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)  
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
作者:  Cheng, Guangliang;  Wang, Ying;  Xu, Shibiao;  Wang, Hongzhen;  Xiang, Shiming;  Pan, Chunhong
浏览  |  Adobe PDF(11402Kb)  |  收藏  |  浏览/下载：569/120  |  提交时间：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
作者:  Li, Er;  Xu, Shibiao(共同第一作者);  Meng, Weiliang;  Zhang, Xiaopeng;  Xiaopeng Zhang
浏览  |  Adobe PDF(1646Kb)  |  收藏  |  浏览/下载：910/329  |  提交时间：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
作者:  Zhong, Zisha;  Fan, Bin;  Ding, Kun;  Li, Haichang;  Xiang, Shiming;  Pan, Chunhong;  zszhong@nlpr.ia.ac.cn
浏览  |  Adobe PDF(4943Kb)  |  收藏  |  浏览/下载：413/124  |  提交时间：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
作者:  Dai, Longquan;  Yuan, Mengke;  Zhang, Xiaopeng
浏览  |  Adobe PDF(7883Kb)  |  收藏  |  浏览/下载：292/79  |  提交时间：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
作者:  Cheng, Guangliang;  Zhu, Feiyun;  Xiang, Shiming;  Wang, Ying;  Pan, Chunhong
浏览  |  Adobe PDF(2011Kb)  |  收藏  |  浏览/下载：421/142  |  提交时间：2016/06/14
Discriminant Analysis  Hyperspectral Image Classification (Hsic)  Pairwise Constraints  Robust Regression  Semisupervised Learning (Ssl)