International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Fully Refereed | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064


Downloads: 113 | Views: 183

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 [24]


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


Edition: Volume 3 Issue 8, August 2014,


Pages: 1326 - 1330


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