Title :
Results of automatic interpretation of AVHRR images. A symbolic and connectionist approach
Author :
Torres, Jackeline Abad ; Peralta, Mario
Author_Institution :
Dept. of Lenguajes y Comput., Univ. de Almeria
Abstract :
The use of computerized techniques for the automatic interpretation of satellite images may be a solution to the problem of analyzing large databases. The authors give special consideration to AVHRR images of the northeastern North Atlantic coast. The objective of the system is the automatic recognition of satellite images of mesoscale oceanic structures in AVHRR infrared images taken near the northeastern coasts of Africa, Canary Islands, western Mediterranean Sea, Portugal and Galicia and the Cantabrian coast in NW Spain. Important dynamical structures are upwellings, eddies and wakes. The images of these zones are found also to be affected by atmospheric phenomena, such as cloud formations or concentrations of dust from the Sahara Desert that limit and impede interpretation
Keywords :
geophysical signal processing; geophysics computing; image processing; neural nets; oceanographic regions; oceanographic techniques; remote sensing; AVHRR; North Atlantic; automatic interpretation; coast; connectionist approach; current; dynamical structure; dynamics; eddy; image processing; infrared image; measurement technique; mesoscale; neural net; ocean; optical image; remote sensing; satellite image; symbolic approach; upwelling; wake; Africa; Clouds; Data analysis; Image analysis; Image databases; Image recognition; Impedance; Infrared imaging; Ocean temperature; Satellites;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2000. Proceedings. IGARSS 2000. IEEE 2000 International
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-6359-0
DOI :
10.1109/IGARSS.2000.861724