Pf. Fisher, VISUALIZATION OF THE RELIABILITY IN CLASSIFIED REMOTELY-SENSED IMAGES, Photogrammetric engineering and remote sensing, 60(7), 1994, pp. 905-910
Much research has been concentrated on studies of the nature and cause
of unreliability in classifying remotely sensed images, particularly
those derived from the Landsat series of satellites. This paper presen
ts a methodology to allow a variety of measures of that accuracy (Over
all Accuracy, User and Producer Accuracy, and Classification Accuracy)
to be embedded in the display of the classified image. The principle
is that, as the image is displayed on a computer screen, pixels are ra
ndomly selected and the cover type at that location is re-displayed ac
cording to algorithms listed here. The resulting displays are fundamen
tally dynamic, although static images are used to illustrate the paper
. ft is believed that the method gives a new dimension to the visualiz
ation of classified images, and makes appropriate use of computer reso
urces.