Adaptive on-line classification of multi-spectral scanner data
Frederick R. Fromm, Richard A. Northouse · NASA Technical Reports Server (NASA) · 1973
A possible solution to the analysis of the massive amounts of multi-spectral scanner data from the Earth Resource Technical Satellite (ERTS) program is proposed. This solution is offered as an adaptive on-line classification scheme. The classifier is described as well as its controller which is based on ground truth data. Cluster analysis is presented as an alternative approach to the ground truth data. Adaptive feature selection is discussed and possible mini-computer implementations are offered.