Title :
A fuzzy linguistic-based software tool for seismic image interpretation
Author :
Valet, Lionel ; Mauris, Gilles ; Bolon, Philippe ; Keskes, Naamen
Author_Institution :
LISTIC Lab., Annecy, France
fDate :
6/1/2003 12:00:00 AM
Abstract :
The contribution of this paper concerns the well-known problem of fuzzy system parameter tuning. At this aim, a software tool based on a fuzzy linguistic approach and applied to an attribute fusion system devoted to three-dimensional (3-D) seismic image analysis is proposed. The fusion is based on interpreters´ knowledge and a graphic user interface has been developed in order to have a cooperative behavior between the experts and the system. It provides an original way to adjust, on a two-dimensional part of the block, some of the fusion parameters which are understandable and close to the interpreters´ language. Then, in order to control the detection propagation to the whole 3-D seismic block, an automatic parameter adjustment is realized based on a quantitative performance evaluation of the detection. The results obtained for the detection as well as for the handling of the system by interpreters´ show the interest of the proposed method.
Keywords :
computational linguistics; fuzzy systems; geophysical signal processing; graphical user interfaces; image processing; seismology; sensor fusion; attribute fusion; fuzzy linguistics; fuzzy system parameter tuning; graphic user interface; human/system interaction; software tool; three-dimensional seismic image interpretation; Automatic control; Fuzzy systems; Geology; Graphics; Humans; Image analysis; Image segmentation; Petroleum; Software tools; User interfaces;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2003.814701