A Novel Method for Multispectral Image Classification by Using Social Spider Optimization Algorithm Integrated to Fuzzy C-Mean Clustering
Sign Up to like & getrecommendations! Published in 2019 at "Canadian Journal of Remote Sensing"
DOI: 10.1080/07038992.2019.1610369
Abstract: Abstract In remote sensing, Fuzzy C-Means clustering (FCM) is a robust method in determining membership grades of a pixel belonging to 1 or more classes. This paper proposes a novel approach by using the social… read more here.
Keywords: classification; using social; social spider; optimization ... See more keywords
Social Spider Optimization Based Optimally Weighted Otsu Thresholding for Image Enhancement
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2018.2870157
Abstract: Image enhancement corresponds to processing an image to obtain an image with more perceptual details. In this paper, a social spider optimization (SSO) based scheme is proposed to generate an enhanced image which contains higher… read more here.
Keywords: otsu thresholding; image; social spider; image enhancement ... See more keywords
A novel variant of social spider optimization using single centroid representation and enhanced mating for data clustering
Sign Up to like & getrecommendations! Published in 2019 at "PeerJ Computer Science"
DOI: 10.7717/peerj-cs.201
Abstract: Nature-inspired algorithms are based on the concepts of self-organization and complex biological systems. They have been designed by researchers and scientists to solve complex problems in various environmental situations by observing how naturally occurring phenomena… read more here.
Keywords: nature inspired; social spider; nature; inspired algorithms ... See more keywords