4.7 Article

SVM-Based Fuzzy Decision Trees for Classification of High Spatial Resolution Remote Sensing Images

Related references

Note: Only part of the references are listed.
Article Geochemistry & Geophysics

Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis

Mauro Dalla Mura et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2011)

Article Geochemistry & Geophysics

Comparison of Vector Stacking, Multi-SVMs Fuzzy Output, and Multi-SVMs Voting Methods for Multiscale VHR Urban Mapping

Xin Huang et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2010)

Article Geochemistry & Geophysics

Sensitivity of Support Vector Machines to Random Feature Selection in Classification of Hyperspectral Data

Bjoern Waske et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2010)

Article Geochemistry & Geophysics

Feature Selection for Classification of Hyperspectral Data by SVM

Mahesh Pal et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2010)

Article Geochemistry & Geophysics

Morphological Attribute Profiles for the Analysis of Very High Resolution Images

Mauro Dalla Mura et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2010)

Article Geochemistry & Geophysics

Spectral-Spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques

Yuliya Tarabalka et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2009)

Article Geochemistry & Geophysics

Decision fusion of GA Self-Organizing Neuro-Fuzzy Multilayered Classifiers for land cover classification using textural and spectral features

Nikolaos E. Mitrakis et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2008)

Article Geochemistry & Geophysics

An Adaptive Mean-Shift Analysis Approach for Object Extraction and Classification From Urban Hyperspectral Imagery

Xin Huang et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2008)

Article Remote Sensing

A novel self-organizing neuro-fuzzy multilayered classifier for land cover classification of a VHR image

N. E. Mitrakis et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2008)

Article Geography, Physical

Object-based classification using Quickbird imagery for delineating forest vegetation polygons in a Mediterranean test site

Georgios Mallinis et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2008)

Article Geochemistry & Geophysics

Semi-supervised graph-based hyperspectral image classification

Gustavo Camps-Valls et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2007)

Article Geochemistry & Geophysics

Classification and extraction of spatial features in urban areas using high-resolution multispectral imagery

Xin Huang et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2007)

Article Computer Science, Cybernetics

Design of decision tree via kernelized hierarchical clustering for multiclass support vector machines

Zhao Lu et al.

CYBERNETICS AND SYSTEMS (2007)

Article Geochemistry & Geophysics

A pixel shape index coupled with spectral information for classification of high spatial resolution remotely sensed imagery

Liangpei Zhang et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2006)

Article Computer Science, Artificial Intelligence

Binary tree of SVM: A new fast multiclass training and classification algorithm

Ben Fei et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS (2006)

Article Computer Science, Artificial Intelligence

Feature selection based on mutual information: Criteria of max-dependency, max-relevance, and min-redundancy

HC Peng et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2005)

Article Geochemistry & Geophysics

Kernel-based methods for hyperspectral image classification

G Camps-Valls et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2005)

Article Geochemistry & Geophysics

Classification of hyperspectral data from urban areas based on extended morphological profiles

JA Benediktsson et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2005)

Article Geochemistry & Geophysics

Exploiting Spectral and Spatial Information in Hyperspectral Urban Data With High Resolution

F. Dell'Acqua et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2004)

Article Geochemistry & Geophysics

A cognitive pyramid for contextual classification remote sensing images

E Binaghi et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2003)

Article Geochemistry & Geophysics

A hierarchical fuzzy classification approach for high-resolution multispectral data over urban areas

AK Shackelford et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2003)

Article Remote Sensing

An assessment of support vector machines for land cover classification

C Huang et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2002)

Article Computer Science, Artificial Intelligence

A comparison of methods for multiclass support vector machines

CW Hsu et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS (2002)

Article Computer Science, Artificial Intelligence

Gene selection for cancer classification using support vector machines

I Guyon et al.

MACHINE LEARNING (2002)

Article Computer Science, Artificial Intelligence

Random forests

L Breiman

MACHINE LEARNING (2001)

Article Geochemistry & Geophysics

A new approach for the morphological segmentation of high-resolution satellite imagery

M Pesaresi et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2001)

Article Computer Science, Interdisciplinary Applications

Estimation of sub-pixel land cover composition in the presence of untrained classes

GM Foody

COMPUTERS & GEOSCIENCES (2000)

Article Geochemistry & Geophysics

Satellite sensor image classification using cascaded architecture of neural fuzzy network

CT Lin et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2000)

Article Geochemistry & Geophysics

The use of decision tree and multiscale texture for classification of JERS-1 SAR data over tropical forest

M Simard et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2000)