Robust Descriptive Statistics Based PSO Algorithm for Image Segmentation
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064

Research Paper | Electronics & Communication Engineering | India | Volume 3 Issue 8, August 2014

Robust Descriptive Statistics Based PSO Algorithm for Image Segmentation

Ripandeep Kaur, Manpreet Kaur

In this research work, we have developed a bio inspired PSO algorithm in combination with descriptive statistics equation based model. In this work, based on the mathematical relationship between the Entropy, Uniformity and the threshold measured in terms of intensity. It is found using box plot and curve fitting techniques to calculate automatic input threshold for PSO. The results show highly accurate segmentation based on this concept, as it is apparent from the values of recall and precision.

Keywords: PSO, Robust, segmentation, descriptive statistics, Entropy, uniformity

Edition: Volume 3 Issue 8, August 2014

Pages: 1326 - 1330

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How to Cite this Article?

Ripandeep Kaur, Manpreet Kaur, "Robust Descriptive Statistics Based PSO Algorithm for Image Segmentation", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=2015594, Volume 3 Issue 8, August 2014, 1326 - 1330

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