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Deep Learning Classifiers for Hyperspectral Image Analysis

Language EnglishEnglish
Book Paperback
Book Deep Learning Classifiers for Hyperspectral Image Analysis T. Hitendra Sarma
Libristo code: 42364142
Publishers LAP LAMBERT Academic Publishing, November 2022
Hyperspectral image classification is the most popular research area in the hyperspectral community... Full description
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Hyperspectral image classification is the most popular research area in the hyperspectral community and has attracted significant interest in remote sensing. HSI classification is a challenging task because of the large dimensionality of the data, inadequate datasets, huge data, and limited training samples. Several Deep Learning (DL) based architectures are being explored to resolve the aforementioned challenges and provide significant improvements in HSI data analysis. Limited studies have been presented in the literature in the direction of exploring deep learning architectures for joint spatial and spectral features to achieve high accuracy of pixel classification. This book presents different deep-learning approaches for efficient spatial-spectral features for the classification of pixels in HSI images.

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About the book

Full name Deep Learning Classifiers for Hyperspectral Image Analysis
Language English
Binding Book - Paperback
Date of issue 2022
Number of pages 152
EAN 9786205514139
ISBN 6205514133
Libristo code 42364142
Weight 244
Dimensions 150 x 220 x 10
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