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Frequency information may be utilised to make the feature more invariant to changes in lighting.
We chose the SUSAN detector because it is more invariant to scale changes than other non-contextual edge detectors [21].
Models of face processing suggest that this difference is based on the neural representation for familiar faces being more invariant to changes in the image, than it is for unfamiliar faces.
In our approach the best results were achieved by combining the Sobel and SUSAN edges, which is more invariant to scale changes than the Canny operator (as reported in [21]).
The results of these tests can be seen in Table 2. Notice that the accuracies achieved by the 3D-FE are higher in the three cases than the ones obtained with the 2D-FE, suggesting that the 3D-FE method extracts features that are more invariant to view changes than the 2D-FE method.
This contralateral preference is weaker in the fusiform gyrus than in the lateral occipital gyrus, confirming findings in the literature indicating that processing in the fusiform gyrus is more invariant to image manipulations like changes in retinotopic position [4].
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end{aligned} (2.52)A more invariant way to express ( u_j's ) is given by (2.50) with ( R_V ( lambda ) = ( P_V - lambda ^2 )^{-1} ), the resolvent of the Dirichlet realization of ( P_V ) on ( Omega ).
Indeed, if anything the response to unfamiliar faces showed a more image-invariant response in Experiment 2. The lack of a more invariant response to familiar compared with unfamiliar faces contrasts with the marked differences in the behavioral responses.
That also implies that the results should be more invariant with respect to long-term changes in the main magnetic field, compared to using dipole coordinates.
In addition, the result will be more invariant with respect to spatial (longitudinal and hemispheric) and temporal variations in the Earth's main field.
The results also become more invariant with respect to spatial (longitudinal and hemispheric) and temporal variations in the Earth's field, which means that observed hemispheric and longitudinal variations can be interpreted independently of local field structures (e.g., Laundal and Gjerloev 2014).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com