Literature DB >> 29893382

Multi-spectral misregistration of Sentinel-2A images: analysis and implications for potential applications.

Sergii Skakun1, Eric Vermote2, Jean-Claude Roger1, Christopher Justice1.   

Abstract

This study aims at analyzing sub-pixel misregistration between multi-spectral images acquired by the Multi-Spectral Instrument (MSI) aboard Sentinel-2A remote sensing satellite, and exploring its potential for moving target and cloud detection. By virtue of its hardware design, MSI's detectors exhibit a parallax angle that leads to sub-pixel shifts that are corrected with special pre-processing routines. However, these routines do not correct shifts for moving and/or high altitude objects. In this letter, we apply a phase correlation approach to detect sub-pixel shifts between B2 (blue), B3 (green) and B4 (red) Sentinel-2A/MSI images. We show that shifts of more than 1.1 pixels can be observed for moving targets, such as airplanes and clouds, and can be used for cloud detection. We demonstrate that the proposed approach can detect clouds that are not identified in the built-in cloud mask provided within the Sentinel-2A Level-1C (L1C) product.

Keywords:  Sentinel-2; cloud detection; multi-spectral misregistration; phase correlation; sub-pixel

Year:  2017        PMID: 29893382      PMCID: PMC5992602          DOI: 10.1109/LGRS.2017.2766448

Source DB:  PubMed          Journal:  IEEE Geosci Remote Sens Lett        ISSN: 1545-598X            Impact factor:   3.966


  2 in total

1.  Efficient subpixel image registration algorithms.

Authors:  Manuel Guizar-Sicairos; Samuel T Thurman; James R Fienup
Journal:  Opt Lett       Date:  2008-01-15       Impact factor: 3.776

2.  Extension of phase correlation to subpixel registration.

Authors:  Hassan Foroosh; Josiane B Zerubia; Marc Berthod
Journal:  IEEE Trans Image Process       Date:  2002       Impact factor: 10.856

  2 in total
  1 in total

1.  A Novel Approach for Mapping Wheat Areas Using High Resolution Sentinel-2 Images.

Authors:  Ali Nasrallah; Nicolas Baghdadi; Mario Mhawej; Ghaleb Faour; Talal Darwish; Hatem Belhouchette; Salem Darwich
Journal:  Sensors (Basel)       Date:  2018-06-29       Impact factor: 3.576

  1 in total

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