Representative Multiple Kernel Learning for Classification in Hyperspectral Imagery

Multisource Composite Kernels for Urban-Image Classification

(2010) D. Tuia et al.   IEEE Geoscience and Remote Sensing Letters

Spatio-Spectral Remote Sensing Image Classification With Graph Kernels

(2010) Gustavo Camps-Valls et al.   IEEE Geoscience and Remote Sensing Letters

Using Multiscale Spectra in Regularizing Covariance Matrices for Hyperspectral Image Classification

(2010) A.C. Jensen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Multiple Spectral–Spatial Classification Approach for Hyperspectral Data

(2010) Yuliya Tarabalka et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Semisupervised One-Class Support Vector Machines for Classification of Remote Sensing Data

(2010) Jordi Mũnoz-Marí et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Learning Relevant Image Features With Multiple-Kernel Classification

(2010) Devis Tuia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Semisupervised Remote Sensing Image Classification With Cluster Kernels

(2009) D. Tuia et al.   IEEE Geoscience and Remote Sensing Letters

Using Stacked Generalization to Combine SVMs in Magnitude and Shape Feature Spaces for Classification of Hyperspectral Data

(2009) Jin Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Target Detection With Semisupervised Kernel Orthogonal Subspace Projection

(2009) L. Capobianco et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Mean Map Kernel Methods for Semisupervised Cloud Classification

(2009) L. Gomez-Chova et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Gaussian Process Approach to Remote Sensing Image Classification

(2009) Y. Bazi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Sparse Multiple Kernel Learning for Signal Processing Applications

(2009) N. Subrahmanya et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Three decades of hyperspectral remote sensing of the Earth: A personal view

(2009) Alexander F.H. Goetz   REMOTE SENSING OF ENVIRONMENT

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

(2009) Mathieu Fauvel et al.   EURASIP Journal on Advances in Signal Processing

Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles

(2008) Mathieu Fauvel et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Kernel-Based Framework for Multitemporal and Multisource Remote Sensing Data Classification and Change Detection

(2008) G. Camps-Valls et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Customizing Kernel Functions for SVM-Based Hyperspectral Image Classification

(2008) Baofeng Guo et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING