NDLI: Robustified smoothing for enhancement of thermal image sequences affected by clouds

Content Provider	IEEE Xplore Digital Library
Author	Addesso, P. Longo, M. Maltese, A. Montone, R. Restaino, R. Vivone, G.
Copyright Year	2015
Description	Author affiliation: Centre for Maritime Res. & Experimentation, North Atlantic Treaty Organ. (NATO), La Spezia, Italy (Vivone, G.) \|\| Dipt. di Ing. dell'Inf., Univ. degli Studi di Salerno, Fisciano, Italy (Addesso, P.; Longo, M.; Montone, R.; Restaino, R.) \|\| Dipt. di Ing. Civile Ambientale, Aerospaziale e dei Mater., Univ. degli Studi di Palermo, Palermo, Italy (Maltese, A.)
Abstract	Obtaining radiometric surface temperature information with both high acquisition rate and high spatial resolution is still not possible through a single sensor. However, in several earth observation applications, the fusion of data acquired by different sensors is a viable solution for so called image sharpening. A related issue is the presence of clouds, which may impair the performance of the data fusion algorithms. In this paper we propose a robustified setup for the sharpening of thermal images in a non real-time scenario, capable to deal with missing thermal data due to cloudy pixels, and robust with respect to cloud mask misclassifications. The effectiveness of the presented technique is assessed via numerical simulations based on SEVIRI data.
Starting Page	1076
Ending Page	1079
File Size	808662
Page Count	4
File Format	PDF
e-ISBN	9781479979295
DOI	10.1109/IGARSS.2015.7325956
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-07-26
Publisher Place	Italy
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Clouds Spatial resolution Interpolation Remote sensing Robustness Smoothing methods Thermal Sharpening Cloud Masking Multitemporal Analysis Bayesian Smoothing
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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