Title :
Land image data processing requirements for the Eos era
Author :
Wharton, Stephen W. ; Newcomer, Jeffrey A.
Author_Institution :
NASA Goddard Space Flight Center, Greenbelt, MD, USA
fDate :
3/1/1989 12:00:00 AM
Abstract :
Requirements are proposed for a hybrid approach to image analysis that combines the functionality of a general-purpose image processing system with the knowledge representation and manipulation capabilities associated with expert systems to improve the productivity of scientists in extracting information from remotely sensed image data. The overall functional objectives of the proposed system are to: (1) reduce the level of human interaction required on a scene-by-scene basis to perform repetitive image processing tasks; (2) allow the user to experiment with ad hoc rules and procedures for the extraction, description, and identification of the features of interest; and (3) facilitate the derivation, application, and dissemination of expert knowledge for target recognition whose scope of application is not necessarily limited to the image(s) from which it was derived
Keywords :
computerised picture processing; expert systems; geophysics computing; remote sensing; Earth Observing System; Eos data; description; dissemination; expert systems; extraction; general-purpose image processing system; human interaction; identification; knowledge representation; remotely sensed image data; target recognition; Data mining; Data processing; Earth Observing System; Expert systems; Humans; Image analysis; Image processing; Knowledge representation; Predictive models; Productivity;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on