ERSC 3P07 Lecture Notes - Lecture 4: Convolution, Charleston, South Carolina, Fuselage
Course CodeERSC 3P07
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Lecture 4: Data preprocessing and transformations of image data
Correction for Atmospheric Errors
Do nothing (e.g., land-use and land-cover
mapping where surface features are normally
quite different spectrally)
Take in-situ measurements
Model the atmosphere (correct for date, sun
altitude, latitude and longitude)
Model the atmosphere and take in-situ measurements
Use multiple looks or multiple bands
Absolute Radiometric Correction
A. Image containing substantial haze prior to atmospheric correction.
B. Image after atmospheric correction algorithm is applied.
Relative Radiometric Correction
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Random bad pixels (AKA shot noise)
Line or column drop-outs
Line or column striping
Solution: take the average of the line above and below the drop-out line.
Solution: compute histograms over homogeneous area and apply corrections.
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