Research Article

Seismic Facies Segmentation Using Ensemble of Convolutional Neural Networks

Table 4

SegNet+no augmentation with basenet vgg-16 (Model 2).

Class accuracyIoU
UpperNS0.98510.9734
MiddleNS0.94570.9053
LowerNS0.99190.9804
RijlandChalk0.91460.8870
Scruff0.95200.7708
Zechstein0.78790.7378
Background0.99990.9998
Global pixel accuracyMean class accuracyMean IoU
0.98000.93960.8935