Understanding the Night-Sky? Developing AI-Enabled System for Exploring Night-Light Usage Patterns

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandAufsatz in KonferenzbandForschungPeer-Review

Autoren

  • Jakob Hederich
  • Shreya Ghosh
  • Zeyu He
  • Prasenjit Mitra

Organisationseinheiten

Externe Organisationen

  • Pennsylvania State University
Forschungs-netzwerk anzeigen

Details

OriginalspracheEnglisch
Titel des SammelwerksProceedings of the Thirty-Second International Joint Conference on Artificial Intelligence
Herausgeber/-innenEdith Elkind
Seiten7131-7134
Seitenumfang4
ISBN (elektronisch)9781956792034
PublikationsstatusVeröffentlicht - 2023
Veranstaltung32nd International Joint Conference on Artificial Intelligence, IJCAI 2023 - Macao, China
Dauer: 19 Aug. 202325 Aug. 2023

Publikationsreihe

NameIJCAI International Joint Conference on Artificial Intelligence
Band2023-August
ISSN (Print)1045-0823

Abstract

We present a demonstration of nighttime light pattern (NTL) analysis system. Our tool named NightVIEW is powered by an efficient system architecture to easily export and analyse huge volume of spatial data (NTL), image segmentation and clustering algorithms to find unusual NTL patterns and identify hotspots of excess night light usage as well as finding semantics of cities.

ASJC Scopus Sachgebiete

Zitieren

Understanding the Night-Sky? Developing AI-Enabled System for Exploring Night-Light Usage Patterns. / Hederich, Jakob; Ghosh, Shreya; He, Zeyu et al.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence. Hrsg. / Edith Elkind. 2023. S. 7131-7134 (IJCAI International Joint Conference on Artificial Intelligence; Band 2023-August).

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandAufsatz in KonferenzbandForschungPeer-Review

Hederich, J, Ghosh, S, He, Z & Mitra, P 2023, Understanding the Night-Sky? Developing AI-Enabled System for Exploring Night-Light Usage Patterns. in E Elkind (Hrsg.), Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence. IJCAI International Joint Conference on Artificial Intelligence, Bd. 2023-August, S. 7131-7134, 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023, Macao, China, 19 Aug. 2023. https://doi.org/10.24963/ijcai.2023/833
Hederich, J., Ghosh, S., He, Z., & Mitra, P. (2023). Understanding the Night-Sky? Developing AI-Enabled System for Exploring Night-Light Usage Patterns. In E. Elkind (Hrsg.), Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (S. 7131-7134). (IJCAI International Joint Conference on Artificial Intelligence; Band 2023-August). https://doi.org/10.24963/ijcai.2023/833
Hederich J, Ghosh S, He Z, Mitra P. Understanding the Night-Sky? Developing AI-Enabled System for Exploring Night-Light Usage Patterns. in Elkind E, Hrsg., Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence. 2023. S. 7131-7134. (IJCAI International Joint Conference on Artificial Intelligence). doi: 10.24963/ijcai.2023/833
Hederich, Jakob ; Ghosh, Shreya ; He, Zeyu et al. / Understanding the Night-Sky? Developing AI-Enabled System for Exploring Night-Light Usage Patterns. Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence. Hrsg. / Edith Elkind. 2023. S. 7131-7134 (IJCAI International Joint Conference on Artificial Intelligence).
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title = "Understanding the Night-Sky?: Developing AI-Enabled System for Exploring Night-Light Usage Patterns",
abstract = "We present a demonstration of nighttime light pattern (NTL) analysis system. Our tool named NightVIEW is powered by an efficient system architecture to easily export and analyse huge volume of spatial data (NTL), image segmentation and clustering algorithms to find unusual NTL patterns and identify hotspots of excess night light usage as well as finding semantics of cities.",
author = "Jakob Hederich and Shreya Ghosh and Zeyu He and Prasenjit Mitra",
note = "Funding Information: This research was funded by the Federal Ministry of Education and Research (BMBF), Germany under the project Leib-nizKILabor with grant No. 01DD20003. ; 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023 ; Conference date: 19-08-2023 Through 25-08-2023",
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Download

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