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

Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

Authors

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

Research Organisations

External Research Organisations

  • Pennsylvania State University
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Details

Original languageEnglish
Title of host publicationProceedings of the Thirty-Second International Joint Conference on Artificial Intelligence
EditorsEdith Elkind
Pages7131-7134
Number of pages4
ISBN (electronic)9781956792034
Publication statusPublished - 2023
Event32nd International Joint Conference on Artificial Intelligence, IJCAI 2023 - Macao, China
Duration: 19 Aug 202325 Aug 2023

Publication series

NameIJCAI International Joint Conference on Artificial Intelligence
Volume2023-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 subject areas

Cite this

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. ed. / Edith Elkind. 2023. p. 7131-7134 (IJCAI International Joint Conference on Artificial Intelligence; Vol. 2023-August).

Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer 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 (ed.), Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence. IJCAI International Joint Conference on Artificial Intelligence, vol. 2023-August, pp. 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 (Ed.), Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (pp. 7131-7134). (IJCAI International Joint Conference on Artificial Intelligence; Vol. 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, editor, Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence. 2023. p. 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. editor / Edith Elkind. 2023. pp. 7131-7134 (IJCAI International Joint Conference on Artificial Intelligence).
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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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