Browsing by Subject "K-means"

Browsing by Subject "K-means"

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  • Comparative study of clustering medical images 
    Fayez M.; Safwat S.; Hassanein E. (Institute of Electrical and Electronics Engineers Inc., 2016)
    Due to the fast growing of the images data repositories, there is a big challenge to organize these repositories and make them easy to search and mine to get knowledge. Image clustering goal is to link each image in an ...
  • Spatial-spectral based hyperspectral image clustering - An adaptive approach using cluster's bands box-plots 
    Al Moghalis M.A.; Hegazy O.M.; Imam I.F.; El-Bastawessy A.H. (IADIS, 2014)
    Remote sensing Hyperspectral Image (HSI) has attracted researchers as a rich source of information. A recent trend in HSI analysis directs research to combine features of spatial nature with spectral nature. The motivation ...
  • Spatial-spectral hyperspectral image clustering using cluster's bands box-plots 
    Al Moghalis M.A.; Hegazy O.M.; Imam I.F.; El-Bastawessy A.H. (IADIS, 2014)
    The attention given recently for Hyperspectral Images (HSI) in remote sensing was due to its spectral nature used in earth surface exploration. Recently, researches proposed approaches that combine features of spatial ...