Foreword to the Special Issue on Machine Learning for Remote Sensing Data Processing

被引：9

作者：

Tuia, Devis ^{[1
]}

Merenyi, Erzsebet ^{[2
,3
]}

Jia, Xiuping ^{[4
]}

Grana-Romay, Manuel ^{[5
]}

机构：

[1] Ecole Polytech Fed Lausanne, Lab Syst Informat Geograph LaSIG, CH-1015 Lausanne, Switzerland

[2] Rice Univ, Dept Stat, Houston, TX 77005 USA

[3] Rice Univ, Dept Elect & Comp Engn, Houston, TX 77005 USA

[4] Univ New S Wales, Sch Engn & Informat Technol, Canberra, ACT 2600, Australia

[5] Univ Basque Country, Computat Intelligence Grp, Guipuzcoa 20018, Spain

来源：

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING | 2014年 / 7卷 / 04期

关键词：

HYPERSPECTRAL IMAGE CLASSIFICATION; LAND-COVER CLASSIFICATION; FEATURE-EXTRACTION; INFORMATION; ALGORITHM; SELECTION; ENSEMBLE; SPACE; FRAMEWORK; RETRIEVAL;

D O I：

10.1109/JSTARS.2014.2311915

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

引用

页码：1007 / 1011

页数：5

共 62 条

[1] [Anonymous], 2006, Pattern recognition and machine learning
[2] Energy-Efficient Time-of-Flight Estimation in the Presence of Outliers: A Machine Learning Approach
Apartsin, Alexander
Cooper, Leon N.
Intrator, Nathan
[J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2014, 7 (04) : 1306 - 1313
[3] Condition and fate of logged forests in the Brazilian Amazon
Asner, Gregory P.
Broadbent, Eben N.
Oliveira, Paulo J. C.
Keller, Michael
Knapp, David E.
Silva, Jose N. M.
[J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (34) : 12947 - 12950
[4] A Generic Land-Cover Classification Framework for Polarimetric SAR Images Using the Optimum Touzi Decomposition Parameter Subset-An Insight on Mutual Information-Based Feature Selection Techniques
Banerjee, Biplab
Bhattacharya, Avik
Buddhiraju, Krishna Mohan
[J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2014, 7 (04) : 1167 - 1176
[5] Hyperspectral Remote Sensing Data Analysis and Future Challenges
Bioucas-Dias, Jose M.
Plaza, Antonio
Camps-Valls, Gustavo
Scheunders, Paul
Nasrabadi, Nasser M.
Chanussot, Jocelyn
[J]. IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE, 2013, 1 (02) : 6 - 36
[6] A Neural Network Retrieval Technique for High-Resolution Profiling of Cloudy Atmospheres
Blackwell, William J.
Milstein, Adam B.
[J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2014, 7 (04) : 1260 - 1270
[7] Pattern Retrieval in Large Image Databases Using Multiscale Coarse-to-Fine Cascaded Active Learning
Blanchart, Pierre
Ferecatu, Marin
Cui, Shiyong
Datcu, Mihai
[J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2014, 7 (04) : 1127 - 1141
[8] An advanced system for the automatic classification of multitemporal SAR images
Bruzzone, L
Marconcini, M
Wegmüller, U
Wiesmann, A
[J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2004, 42 (06): : 1321 - 1334
[9] An Evaluation of Low-Rank Mahalanobis Metric Learning Techniques for Hyperspectral Image Classification
Bue, Brian D.
[J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2014, 7 (04) : 1079 - 1088
[10] Camps-Valls G., 2011, Recherches sur la Methode, V5, P1

← 1 2 3 4 5 6 7 →