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A Comparative Study of Supervised Classification Techniques for Multi-Spectral Images

Abstract
Classification of satellite images is an important key for ground features extraction and thematic maps production.Satellite images with multi-spectral bands provide rich data which is useful for features extraction and description.Many supervised classification methods have been developed for classifying the multispectral images.Each method has its own advantages and disadvantages (limitations).I...
Subjects
Cohen's kappa
Multispectral image
Confusion matrix
Computer science
Artificial intelligence
Pattern recognition (psychology)
Thematic map
Confusion
Contextual image classification
Image (mathematics)
Machine learning
Geography
Cartography
Psychology
Psychoanalysis


pdf file

A Comparative Study of Supervised Classification Techniques for Multi-Spectral Images
pdf file

A Comparative Study of Supervised Classification Techniques for Multi-Spectral Images

Abstract
Classification of satellite images is an important key for ground features extraction and thematic maps production.Satellite images with multi-spectral bands provide rich data which is useful for features extraction and description.Many supervised classification methods have been developed for classifying the multispectral images.Each method has its own advantages and disadvantages (limitations).I...
Subjects
Cohen's kappa
Multispectral image
Confusion matrix
Computer science
Artificial intelligence
Pattern recognition (psychology)
Thematic map
Confusion
Contextual image classification
Image (mathematics)
Machine learning
Geography
Cartography
Psychology
Psychoanalysis


pdf file