Robust Descriptive Statistics Based PSO Algorithm for Image Segmentation

Ripandeep Kaur, Manpreet Kaur

Abstract: 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

How to Cite?: Ripandeep Kaur, Manpreet Kaur, "Robust Descriptive Statistics Based PSO Algorithm for Image Segmentation", Volume 3 Issue 8, August 2014, International Journal of Science and Research (IJSR), Pages: 1326-1330, https://www.ijsr.net/getabstract.php?paperid=2015594, DOI: https://dx.doi.org/10.21275/2015594