Unifying Technique for Multisource Remote Sensing Images - Softcover

A. Hadi, Firas; A. Abdulwahhab, Rawnak

Softcover

ISBN 10: 3659979961 ISBN 13: 9783659979965

Verlag: LAP LAMBERT Academic Publishing, 2016

Inhaltsangabe

Data fusion is the process of putting together information obtained from many heterogeneous sensors, on many platforms, into a single composite picture. Data fusion researches focuses on the development of models appropriate to unify images have different scale with complex information. In this book, many fusion techniques have been used to improve low resolution remotely sensed images, and renewing the information by considering that the high resolution images are newer than the restored image. The unifying methods used are: 1.Fusion techniques based on wavelet transformations; The Haar and the Tap 3/5 wavelet transformations. 2.Lab, HLS, and YUV color transformation algorithms were used for the unification purposes, and finally 3.The Principle Component Analysis (PCA) transformation technique is used to perform the fusion. The produced image quality have been tested, subjectively by showing the obtained results, and quantitatively by measuring the Normalized-Mean-Square-Error (NMSE), the Signal-to-Noise-Ratio (SNR), and the Peak-Signal-to-Noise-Ratio (PSNR) of the output images compared with the large-scale panchromatic SPOT scene.

Über diesen Titel

Über die Autorin bzw. den Autor

Dr.Firas A.Hadi was born in Baghdad-Iraq. He studied at University of Baghdad where he completed two degrees: B.Sc. in Physics, M.Sc. in Image processing. He obtained his Ph.D. at Al-Nahrai University in 2015.He is a contributor to many journals and conferences. He was working Ministry of Science and Tech. and Now at AL_Karkh University of Science.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2016
• Sprache: Englisch
• ISBN 10: 3659979961
• ISBN 13: 9783659979965
• Einband: Taschenbuch
• Anzahl der Seiten: 108
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Editions Notre Savoir; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland