Title :
Fuzzy seismic facies detection with interactive defuzzification method
Author :
Valet, L. ; Mauris, G. ; Bolon, Ph ; Keskes, N.
Author_Institution :
LAMII / CESALP, Annecy-le-Vieux, France
Abstract :
This work addresses the problem of seismic facies detection in order to understand the subsoil organization. A fuzzy fusion system is used to achieve this task. In this paper, an interactive defuzzification, based on α-cut analysis. is proposed. This method allows to involve interpreters in the final decision. Associated with this interactivity between interpreters and the detection process, a performance measure is defined to assess the result quality
Keywords :
fuzzy set theory; geophysical prospecting; seismology; sensor fusion; α-cut analysis; fuzzy fusion system; interactive defuzzification; performance measure; seismic facies detection; subsoil organization; Fuzzy systems; Geology; Geophysical measurements; Hydrocarbons; Large Hadron Collider; Petroleum; Reflection; Satellites; Seismic measurements; Soil;
Conference_Titel :
IFSA World Congress and 20th NAFIPS International Conference, 2001. Joint 9th
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-7078-3
DOI :
10.1109/NAFIPS.2001.944295
