Classification. and application in Remote Sensing . Overview. Introduction to classification problem an application of classification in remote sensing: vegetation classification band selection multi-class classification. Introduction.
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and application in Remote Sensing
AISA Eagle (July 2004): 400-900nm @1m resolution
With spectral response function:
two class Bhattacharyya bound
Gradient descent is possible,
but local minima prevent it from giving good optimal values.
Therefore, we use global optimization : Simulated Annealing.
1 : 0
2 : 2
3 : 1
4 : 3 (Winner)
with rij: probability class ωifor binary classifier i-j