The Statistics of Remote Sensing Images
This chapter studies the statistical characteristics of remote sensing images and compares them with those of standard photographic images. The issue of spatial, spectral and spatial-spectral redundancy is analyzed in detail through illustrative examples in real remote sensing images. The statistical behavior presented here is key in applications such as coding or restoration of remote sensing imagery.
The historical origin of Earth Observation imagery is quite different from conventional photography. Artists have been using optical devices for image formation since long ago: in the 17th century Vermeer was using the camera obscura in his paintings [Gombrich, 1995] while his contemporary ...