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A-Contrario Detection of Hot Sources in Night-Time Viirs Images

  • Charles HESSEL*
  • , Jean-Michel MOREL
  • , Carlo DE FRANCHIS
  • , Rafael Grompone VON GIOI
  • , Thomas COQUET
  • *Corresponding author for this work

Research output: Book Chapters | Papers in Conference ProceedingsConference paper (refereed)Researchpeer-review

Abstract

We propose a statistically based method to detect hot sources in night-time data from the Visible Infrared Imaging Radiometer Suite (VIIRS). This instrument is aboard three satellites and collects nearly global night-time imagery every day. Our method looks for bright pixels in at least two spectrally adjacent bands, and for groups of bright pixels close on the ground. Four near- to short-wave infrared bands are used, as well as a middle-wave infrared band after background subtraction. Thresholds are set automatically using the a-contrario framework. The algorithm has thus only one parameter with a clear signification: the expected number of false detections that can be tolerated in one image. A comparison to detections reported in VIIRS Nightfire shows that the proposed technique enables the detection of some supplementary points with weak signals.
Original languageEnglish
Title of host publicationIGARSS 2023: 2023 IEEE International Geoscience and Remote Sensing Symposium, Proceedings
PublisherIEEE
Pages6557-6560
Number of pages4
ISBN (Electronic)9798350320107
ISBN (Print)9798350331745
DOIs
Publication statusPublished - 2023
Externally publishedYes
Event2023 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2023 - Pasadena, United States
Duration: 16 Jul 202321 Jul 2023

Publication series

NameInternational Geoscience and Remote Sensing Symposium (IGARSS)
Volume2023-July

Symposium

Symposium2023 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2023
Country/TerritoryUnited States
CityPasadena
Period16/07/2321/07/23

Bibliographical note

Publisher Copyright:
© 2023 IEEE.

Funding

Work partly financed by Office of Naval research grant N00014-20-SB001. Centre Borelli is also a member of Université Paris Cité, SSA and INSERM.

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