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Table 10 Alignment errors in different image alignment systems

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

Proposed

0.0055

0.0052

0.2068

0.1811

0.4639

0.3498

0.4255

0.3947

ISOMAP[3]

0.0329

0.0311

2.1193

2.0732

1.7264

1.5673

1.8764

1.6872

KICA [12]

0.0158

0.0161

1.4121

1.2985

0.9612

0.8635

1.1623

1.0541

SIFT[19]

0.0345

0.0759

0.3561

0.7898

0.9822

1.5789

1.9220

3.7420