Title :
Automatic classification of planktonic foraminifera by a knowledge-based system
Author :
Liu, Shan ; Thonnat, Monique ; Berthod, Marc
Author_Institution :
INRIA, Sophia-Antipolis, France
Abstract :
The identification of foraminifera is an important task in oil exploration. However, this task is tedious and time-consuming. In this work, a knowledge-based system is developed for the identification of planktonic foraminifera. The identification process is made automatic by means of computer vision techniques. Currently, the knowledge-based system, though just being a prototype in this stage of its development, is able to identify several important species of planktonic foraminifera based on the parameters obtained by the image analysis algorithms. An overview of our method and the main components of the knowledge-based system are discussed
Keywords :
biology computing; computer vision; image recognition; knowledge based systems; oil technology; automatic classification; computer vision; image analysis algorithms; knowledge-based system; oil exploration; planktonic foraminifera; Acceleration; Computer vision; Image analysis; Knowledge based systems; Marine vegetation; Mineralization; Petroleum; Prototypes; Sea floor; Testing;
Conference_Titel :
Artificial Intelligence for Applications, 1994., Proceedings of the Tenth Conference on
Conference_Location :
San Antonia, TX
Print_ISBN :
0-8186-5550-X
DOI :
10.1109/CAIA.1994.323653