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Viac informácií o knihe Deep Learning Classifiers for Hyperspectral Image Analysis

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• Anotácia kniha
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Anotácia knihy

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.

Parametre knihy

Zaradenie knihy Books in German Naturwissenschaften, Medizin, Informatik, Technik Technik Chemische Technik

• Celý názov: Deep Learning Classifiers for Hyperspectral Image Analysis
• Autor: T. Hitendra Sarma, C. Shoba Bindu
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 152
• EAN: 9786205514139
• ISBN: 6205514133
• ID: 42364142
• Nakladateľ: LAP LAMBERT Academic Publishing
• Hmotnosť: 244 g
• Rozmery: 220 × 150 × 10 mm
• Dátum vydania: 08. November 2022

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