Evaluation of Kernels for Multiclass Classification of Hyperspectral Remote Sensing Data

A Multiple SVM System for Classification of Hyperspectral Remote Sensing Data

Journal of the Indian Society of Remote Sensing ◽

10.1007/s12524-013-0286-z ◽

2013 ◽

Vol 41 (4) ◽

pp. 763-776 ◽

Cited By ~ 19

Author(s):

Behnaz Bigdeli ◽

Farhad Samadzadegan ◽

Peter Reinartz

Keyword(s):

Remote Sensing ◽

Remote Sensing Data ◽

Kernel Principal Component Analysis for the Classification of Hyperspectral Remote Sensing Data over Urban Areas

EURASIP Journal on Advances in Signal Processing ◽

10.1155/2009/783194 ◽

2009 ◽

Vol 2009 (1) ◽

Cited By ~ 140

Author(s):

Mathieu Fauvel ◽

Jocelyn Chanussot ◽

Jón Atli Benediktsson

Keyword(s):

Remote Sensing ◽

Principal Component Analysis ◽

Urban Areas ◽

Remote Sensing Data ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Classification of hyperspectral remote-sensing data with primal SVM for small-sized training dataset problem

Advances in Space Research ◽

10.1016/j.asr.2008.02.012 ◽

2008 ◽

Vol 41 (11) ◽

pp. 1793-1799 ◽

Cited By ~ 104

Author(s):

Mingmin Chi ◽

Rui Feng ◽

Lorenzo Bruzzone

Keyword(s):

Remote Sensing ◽

Remote Sensing Data ◽

Training Dataset ◽

Classification of high resolution hyperspectral remote sensing data using deep neural networks

Journal of Intelligent & Fuzzy Systems ◽

10.3233/jifs-171307 ◽

2018 ◽

Vol 34 (4) ◽

pp. 2273-2285 ◽

Cited By ~ 10

Author(s):

Mehmet Emin Yuksel ◽

Nurcan Sarikaya Basturk ◽

Hasan Badem ◽

Abdullah Caliskan ◽

Alper Basturk

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

High Resolution ◽

Deep Neural Networks ◽

Remote Sensing Data ◽

Mapping urban land cover based on spatial-spectral classification of hyperspectral remote-sensing data

International Journal of Remote Sensing ◽

10.1080/01431161.2015.1129561 ◽

2016 ◽

Vol 37 (2) ◽

pp. 440-454 ◽

Cited By ~ 11

Author(s):

Davood Akbari ◽

Saeid Homayouni ◽

Abdolreza Safari ◽

Naser Mehrshad

Keyword(s):

Remote Sensing ◽

Land Cover ◽

Remote Sensing Data ◽

Urban Land ◽

Spectral Classification ◽

Sensing Data ◽

Urban Land Cover

Scalable semi-supervised classification of hyperspectral remote sensing data with spectral and spatial information

2011 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2011.6049562 ◽

2011 ◽

Cited By ~ 1

Author(s):

Mingmin Chi ◽

Jun Liu ◽

Jiangfeng Bao ◽

Jon Atli Benediktsson

Keyword(s):

Remote Sensing ◽

Supervised Classification ◽

Spatial Information ◽

Remote Sensing Data ◽

IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, 2003 ◽

The spectral similarity scale and its application to the classification of hyperspectral remote sensing data

10.1109/warsd.2003.1295179 ◽

2004 ◽

Cited By ~ 25

Author(s):

J.N. Sweet

Keyword(s):

Remote Sensing ◽

Remote Sensing Data ◽

Spectral Similarity ◽

Sensing Data ◽

Similarity Scale

The Support Vector Machine (SVM) Algorithm for Supervised Classification of Hyperspectral Remote Sensing Data

Kernel Methods for Remote Sensing Data Analysis ◽

10.1002/9780470748992.ch3 ◽

2009 ◽

pp. 49-83 ◽

Cited By ~ 3

Author(s):

J. Anthony Gualtieri

Keyword(s):

Remote Sensing ◽

Support Vector Machine ◽

Supervised Classification ◽

Remote Sensing Data ◽

Support Vector ◽

Sensing Data ◽

Svm Algorithm

Comparison of feature reduction techniques for classification of hyperspectral remote sensing data

10.1117/12.463524 ◽

2003 ◽

Cited By ~ 17

Author(s):

Sebastiano B. Serpico ◽

Massimo D'Inca ◽

Farid Melgani ◽

Gabriele Moser

Keyword(s):

Remote Sensing ◽

Remote Sensing Data ◽

Feature Reduction ◽

Sensing Data ◽

Reduction Techniques

Investigation of an ensemble framework for classification of hyperspectral remote sensing data with nearly equal spectral response classes

10.1117/12.738308 ◽

2007 ◽

Author(s):

Maciel Zortea ◽

Gabriele Moser ◽

Sebastiano B. Serpico

Keyword(s):

Remote Sensing ◽

Spectral Response ◽

Remote Sensing Data ◽