МЕТОДИ ВІДБОРУ НАЙБІЛЬШ ІНФОРМАТИВНИХ СПЕКТРАЛЬНИХ КАНАЛІВ
Анотація
Methods for selection of the most informative spectral bands
In this work we analyzed different methods for selection of the most informative and most useful spectral bands. It was considered Fisher criterion, it’s modifications and criterion function of information capability of spectral bands. It was also proposed a new method to select spectral bands, which is based on the concept of new modified criterion function of information capability of spectral bands. It was shown, that the proposed new modified criterion function of information capability of spectral bands has advantages and gives more accurate results than other methods.
Посилання
Bandos T.V. Classification of Hyperspectral Images with Regulized Linear Disctiminant Analysis / T.V. Bandos, L. Bruzzone, G. Camps-Valls // IEEE Transactions оn Geoscience аnd Remote Sensing, Vol. 47, №3, 2009, 862-873 pp.
Попов М. Методы оптимизации числа спектральных каналов в задачах обработки и анализа данных дистанционного зондирования Земли / М. Попов, С. Станкевич // Современные проблемы дистанционного зондирования земли из космоса. М.: ИКИ РАН.-2006.- Т. 2, №1.- С. 61-63.
Mc Coy R.M. Fields Methods in Remote Sensing / R.M. Mc Coy // New York: Guilford Press, pp. 150-160, 2005.
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