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

Jakob Hederich, Shreya Ghosh, Zeyu He, Prasenjit Mitra

IJCAI 2023 pp. 7131-7134

doi:10.24963/IJCAI.2023/833 /ijcai/2023/hederich2023ijcai-understanding/

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 a 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.

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Cite

Text

Hederich et al. "Understanding the Night-Sky? Developing AI-Enabled System for Exploring Night-Light Usage Patterns." International Joint Conference on Artificial Intelligence, 2023. doi:10.24963/IJCAI.2023/833

Markdown

[Hederich et al. "Understanding the Night-Sky? Developing AI-Enabled System for Exploring Night-Light Usage Patterns." International Joint Conference on Artificial Intelligence, 2023.](https://mlanthology.org/ijcai/2023/hederich2023ijcai-understanding/) doi:10.24963/IJCAI.2023/833

BibTeX

@inproceedings{hederich2023ijcai-understanding,
  title     = {{Understanding the Night-Sky? Developing AI-Enabled System for Exploring Night-Light Usage Patterns}},
  author    = {Hederich, Jakob and Ghosh, Shreya and He, Zeyu and Mitra, Prasenjit},
  booktitle = {International Joint Conference on Artificial Intelligence},
  year      = {2023},
  pages     = {7131-7134},
  doi       = {10.24963/IJCAI.2023/833},
  url       = {https://mlanthology.org/ijcai/2023/hederich2023ijcai-understanding/}
}