Archaeological Sites Studies Based on Neural Computation Techniques

RESUME Some previous archaeological studies developed by the investigation group are based in the application of Artificial Neural Networks to detect special items in aerial or remote sensing[1] scenes[2], [3]. As Artificial Neural Networks have been widely used to solve problems related with pattern recognition and classification, a good performance is expected in the detection of certain image zones susceptible to contain archaeological remains, such as buildings, ruins, roads or ways. In this paper we present the study carried in on the area of Cáparra archaeological site.