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Deep Learning for Hyperspectral Image Analysis and Classification

Jezik AngleščinaAngleščina
Knjiga Trda
Knjiga Deep Learning for Hyperspectral Image Analysis and Classification Atif Mughees
Koda Libristo: 33447137
Založba Springer Verlag, Singapore, februar 2021
This book focuses on deep learning-based methods for hyperspectral image (HSI) analysis. Unsupervise... Celoten opis
? points 400 b
164.91
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This book focuses on deep learning-based methods for hyperspectral image (HSI) analysis. Unsupervised spectral-spatial adaptive band-noise factor-based formulation is devised for HSI noise detection and band categorization. The method to characterize the bands along with the noise estimation of HSIs will benefit subsequent remote sensing techniques significantly.This book develops on two fronts: On the one hand, it is aimed at domain professionals who want to have an updated overview of how hyperspectral acquisition techniques can combine with deep learning architectures to solve specific tasks in different application fields. On the other hand, the authors want to target the machine learning and computer vision experts by giving them a picture of how deep learning technologies are applied to hyperspectral data from a multidisciplinary perspective. The presence of these two viewpoints and the inclusion of application fields of remote sensing by deep learning are the original contributions of this review, which also highlights some potentialities and critical issues related to the observed development trends.

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O knjigi

Polni naslov Deep Learning for Hyperspectral Image Analysis and Classification
Avtor Atif Mughees
Jezik Angleščina
Vezava Knjiga - Trda
Datum izida 2021
Število strani 220
EAN 9789813344198
ISBN 9813344199
Koda Libristo 33447137
Teža 500
Mere 160 x 241 x 18
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