Publikationsrepositorium - Helmholtz-Zentrum Dresden-Rossendorf
1 PublikationWhen is the Right Time to Apply Denoising?
Rafiezadeh Shahi, K.; Rasti, B.; Ghamisi, P.; Scheunders, P.; Gloaguen, R.
Abstract
Remote sensing data is contaminated with different types of noise that can severely affect the analysis of this data. Generally, in modern treatment chains of satellite and aerial data, denoising techniques are applied to atmospherically corrected images prior to further analysis (e.g., classification). However, since the noise contaminates the measured radiance at the sensor, it can influence the atmospheric correction in itself and consequently the remaining of the processing chain. In this paper, we compare the performance of a denoising technique, when applied before or after atmospheric correction. Our observations challenge the current de facto paradigm of denoising in a processing chain of spaceborne and airborne remotely sensed images.
Verknüpfte Publikationen
- DOI: 10.1109/IGARSS47720.2021.9553263 is identical to this (Id 33625) publication
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Forschungsdaten im HZDR-Daten-Repositorium RODARE
Publication date: 2021-10-12 Closed access
DOI: 10.14278/rodare.1305
Versions: 10.14278/rodare.1306
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Permalink: https://www.hzdr.de/publications/Publ-33625