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:: Volume 17, Issue 2 (2-2024) ::
JSS 2024, 17(2): 0-0 Back to browse issues page
Application of Periodically Correlated Spatial Processes and Spatial Periodogram in Image Processing
Behnam Amiri , Roya Nasirzadeh *
Abstract:   (598 Views)
Spatial processes are widely used in data analysis, specifically image processing. In image processing, examining periodic images is one of the most critical challenges. To investigate this issue, we can use periodically correlated spatial processes. To this end, it is necessary to determine whether the images are periodic or not, and if they are, what type of period it is. In the current study, we first introduce and express the properties of periodically correlated spatial processes. Then, we present a spatial periodogram to determine the period of periodically correlated spatial processes. Finally, we will elaborate on its usage to recognize the periodicity of the images.
Keywords: Image processing, Periodically correlated process, Spatial Process, Spatial periodogram, Spectral density
Full-Text [PDF 1692 kb]   (337 Downloads)    
Type of Study: Applied | Subject: Spatial Statistics
Received: 2023/07/20 | Accepted: 2024/02/29 | Published: 2024/02/22
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Amiri B, Nasirzadeh R. Application of Periodically Correlated Spatial Processes and Spatial Periodogram in Image Processing. JSS 2024; 17 (2)
URL: http://jss.irstat.ir/article-1-858-en.html


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Creative Commons License This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Volume 17, Issue 2 (2-2024) Back to browse issues page
مجله علوم آماری – نشریه علمی پژوهشی انجمن آمار ایران Journal of Statistical Sciences

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