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Table 8 The comparison of the TNFN and the singleton-type NFN

From: Efficient and accurate image alignment using TSK-type neuro-fuzzy network with data-mining-based evolutionary learning algorithm

Method

Errors

 

ErrScale

ErrAngle (degrees)

ErrDx (pixels)

ErrDy (pixels)

 

Mean

SD

Mean

SD

Mean

SD

Mean

SD

TNFN

0.0054

0.0051

0.2106

0.1856

0.4702

0.3578

0.4326

0.4015

Singleton-type NFN

0.027

0.021

1.237

1.075

1.338

1.016

1.571

1.319