SVM-based hyperspectral image classification using intrinsic dimension

Hyperspectral satellite data (Hyperion) preprocessing—a case study on banded magnetite quartzite in Godumalai Hill, Salem, Tamil Nadu, India

(2012) B. Poovalinga Ganesh et al.   Arabian Journal of Geosciences

A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS

(2012) Biswajeet Pradhan   COMPUTERS & GEOSCIENCES

Comparative Study of Intrinsic Dimensionality Estimation and Dimension Reduction Techniques on Hyperspectral Images Using K-NN Classifier

(2012) Mahdi Hasanlou et al.   IEEE Geoscience and Remote Sensing Letters

Support Vector Selection and Adaptation for Remote Sensing Classification

(2011) Gülşen Taskin Kaya et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Spatial–Contextual Support Vector Machine for Remotely Sensed Image Classification

(2011) Cheng-Hsuan Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Locality-Preserving Dimensionality Reduction and Classification for Hyperspectral Image Analysis

(2011) Wei Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

(2010) Björn Waske et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Feature Selection for Classification of Hyperspectral Data by SVM

(2010) Mahesh Pal et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Use of Derivative Calculations and Minimum Noise Fraction Transform for Detecting and Correcting the Spectral Curvature Effect (Smile) in Hyperion Images

(2010) Alon Dadon et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Second Moment Linear Dimensionality as an Alternative to Virtual Dimensionality

(2010) Peter Bajorski   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Novel Technique for Subpixel Image Classification Based on Support Vector Machine

(2010) Francesca Bovolo et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Hyperspectral Subspace Identification

(2008) J.M. Bioucas-Dias 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