Browsing by Author "Taskin, G."
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FEATURE SELECTION USING SELF ORGANIZING MAP ORIENTED EVOLUTIONARY APPROACH
Ceylan, O.; Taskin, G. (Institute of Electrical and Electronics Engineers Inc., 2021)Hyperspectral images are the multidimensional matrices consisting of hundreds of spectral feature vectors. Thanks to these large number of features, the objects on the Earth having similar spectral characteristics can ... -
Optimization of graph affinity matrix with heuristic methods in dimensionality reduction of hypespectral images
Ceylan, O.; Taskin, G. (Institute of Electrical and Electronics Engineers Inc., 2019)Hyperspectral images include hundreds of spectral bands, adjacent ones of which are often highly correlated and noisy, leading to a decrease in classification performance as well as a high increase in computational time. ...