Image Fusion in Remote Sensing
Springer International Publishing (Verlag)
978-3-031-01128-3 (ISBN)
Arian Azarang is a Ph.D. candidate in the Department of Electrical and Computer Engineering at the University of Texas at Dallas. His research interests include signal and image processing, machine/deep learning, remote sensing, and computer vision. He has authored or co-authored 15 publications in these areas.Nasser Kehtarnavaz is an Erik Jonsson Distinguished Professor with the Department of Electrical and Computer Engineering and the Director of the Embedded Machine Learning Laboratory at the University of Texas at Dallas. His research interests include signal and image processing, machine/deep learning, and real-time implementation on embedded processors. He has authored or co-authored 10 books and more than 400 journal papers, conference papers, patents, manuals, and editorials in these areas. He is a Fellow of IEEE, a Fellow of SPIE, and a Licensed Professional Engineer. He is currently serving as Editor-in-Chief of Journal of RealTime Image Processing.
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.
Erscheinungsdatum | 13.07.2022 |
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Reihe/Serie | Synthesis Lectures on Image, Video, and Multimedia Processing |
Zusatzinfo | XI, 81 p. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 191 x 235 mm |
Gewicht | 200 g |
Themenwelt | Technik ► Elektrotechnik / Energietechnik |
ISBN-10 | 3-031-01128-7 / 3031011287 |
ISBN-13 | 978-3-031-01128-3 / 9783031011283 |
Zustand | Neuware |
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