The analysis of air pollution based on laser beam photo

Rafał Maksim

rafal.maksim@outlook.com
Department of Comupter Science, Lublin University of Technology (Poland)

Anna Pawelec


Department of Comupter Science, Lublin University of Technology (Poland)

Maria Skublewska-Paszkowska


Department of Comupter Science, Lublin University of Technology (Poland)

Abstract

The article presents a comparison of original methods of air quality measurement with a professional device Air Smart-box v. 1.2. The methodology consisted of laser beam analysis from the device. To enable detailed photo analysis for the research, an Android mobile application was developed. The OpenCV library was used to process the images. In the article, the hypothesis was put forward that the method using a binary threshold with a threshold value of 50 allows to obtain results closest to those of the station. This hypothesis was confirmed by the results of the experiments.


Keywords:

Air pollution; Android; OpenCV; Image processing; Fourier Transform; Thresholding

A. Kaehler, G. Bradski: OpenCV 3. Kompute-rowe rozpoznawanie obrazu w C++ przy użyciu biblioteki OpenCV.
  Google Scholar

J. Chwastowski, K. Korcyl (red.): Wybrane zagadnienia przetwarzania obrazu, Kraków Wydawnictwo PK 2014.
  Google Scholar

W. K. Pratt: Digital Image Processing, PIKS Inside, Willey, 2001.
DOI: https://doi.org/10.1002/0471221325   Google Scholar

R. Tadeusiewicz, P. Korohoda: Komputerowa analiza i przetwarzanie obrazów, Wydawnictwo Fundacji Postępu Telekomunikacji, Kraków 1997.
  Google Scholar

J. Miałdun: Wykorzystanie transformacji fouriera do filtracji szumu informacyjnego z obrazów fotolotniczych, Archiwum Fotogrametrii, Karto-grafii i Teledetekcji 2012.
  Google Scholar

W. Malina, S. Ablameyko, W. Pawlak: Podstawy cyfrowego przetwarzania obrazów, Akademicka Oficyna Wydawnicza EXIT, Warszawa, 2002.
  Google Scholar

Dokumentacja OpenCV, https://docs.opencv.org/master/d9/df8/tutorial_root.html [11.2019].
  Google Scholar

Wykład „Image filtering” http://mstrzel.eletel.p.lodz.pl/mstrzel/pattern_rec/filtering .pdf [04.2020].
  Google Scholar

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Published
2020-09-30

Cited by

Maksim, R., Pawelec, A., & Skublewska-Paszkowska, M. (2020). The analysis of air pollution based on laser beam photo. Journal of Computer Sciences Institute, 16, 317–325. https://doi.org/10.35784/jcsi.1688

Authors

Rafał Maksim 
rafal.maksim@outlook.com
Department of Comupter Science, Lublin University of Technology Poland

Authors

Anna Pawelec 

Department of Comupter Science, Lublin University of Technology Poland

Authors

Maria Skublewska-Paszkowska 

Department of Comupter Science, Lublin University of Technology Poland

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