SØG - mellem flere end 8 millioner bøger:
Viser: Image Fusion in Remote Sensing - Conventional and Deep Learning Approaches
Image Fusion in Remote Sensing
Conventional and Deep Learning Approaches
Arian Azarang og Nasser Kehtarnavaz
(2021)
Sprog: Engelsk
Morgan & Claypool Publishers
874,00 kr.
Print on demand. Leveringstid vil være ca 2-3 uger.
Detaljer om varen
- Hardback: 93 sider
- Udgiver: Morgan & Claypool Publishers (Februar 2021)
- Forfattere: Arian Azarang og Nasser Kehtarnavaz
- ISBN: 9781636390765
Image fusion in remote sensing or pansharpening involves fusing spatial (panchromatic) and spectral (multispectral) images that are captured by different sensors on satellites. This book addresses image fusion approaches for remote sensing applications. Both conventional and deep learning approaches are covered. First, the conventional approaches to image fusion in remote sensing are discussed. These approaches include component substitution, multi-resolution, and model-based algorithms. Then, the recently developed deep learning approaches involving single-objective and multi-objective loss functions are discussed. Experimental results are provided comparing conventional and deep learning approaches in terms of both low-resolution and full-resolution objective metrics that are commonly used in remote sensing. The book is concluded by stating anticipated future trends in pansharpening or image fusion in remote sensing.
Preface
Introduction
Introduction to Remote Sensing Conventional Image Fusion Approaches in Remote Sensing Deep Learning-Based Image Fusion Approaches in Remote Sensing Unsupervised Generative Model for Pansharpening Experimental Studies Anticipated Future Trend Authors' Biographies
Index
Introduction
Introduction to Remote Sensing Conventional Image Fusion Approaches in Remote Sensing Deep Learning-Based Image Fusion Approaches in Remote Sensing Unsupervised Generative Model for Pansharpening Experimental Studies Anticipated Future Trend Authors' Biographies
Index
De oplyste priser er inkl. moms
Butikker og åbningstid
Handler du som firma
Forretningsbetingelser
Porto og forsendelse
Data & cookiepolitik
Handler du som firma
Forretningsbetingelser
Porto og forsendelse
Data & cookiepolitik
Polyteknisk Boghandel og Forlag A/S - Anker Engelundsvej 1 - 2800 Lyngby
Tlf 77 42 43 44 - email poly@polyteknisk.dk - CVR 34072655 - Sydbank Reg: 6748 Konto 0001107927
Tlf 77 42 43 44 - email poly@polyteknisk.dk - CVR 34072655 - Sydbank Reg: 6748 Konto 0001107927