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The main idea of the proposed method lies in the following intuitive observation: partitioning the whole face into multiple patches reduces the face misalignment and variability between different persons and the transformation associated to pose changes can be better approximated with a linear map for the patches than for the whole image.
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For example, the disruption to the global contour of the face with misalignment of the top and bottom parts would be expected to weaken the grouping of these parts.
She was again faced with a misalignment of her identity, against the other students' credentials, as she was the only student in the programme who had not majored in the first degree in Chinese.
In the case of misalignment, the release from otherwise obligatory holistic processing is generally assumed to occur because of the disruption of the prototypical facial configuration to which face-specific mechanisms are tuned.
The results had revealed that adolescents with ASDs were less sensitive than controls to the misalignment of face parts and it was concluded their face processing was less holistic.
There are, however, approaches for misalignment-robust face recognition [171].
Mechanistically, one reason that misalignment disrupts holistic face perception might be because it disrupts perceptual grouping of the face parts.
The gap must be small enough to ensure a minimal air leakage, but it must be large enough to limit power dissipation, due to shear in the gas film, and face deformation by shaft displacement, misalignment and vibration.
Another common issue that veterans face as a result of misalignment between the two organizations is that drug formularies are often different at each agency.
Notably, the degree to which the congruency effect was modulated by the physical misalignment of the face parts (i.e., the interaction between the effect of congruency and part misalignment) has also separated the performance between face and nonface (or inverted face) conditions in this task and is an established index of holistic processing (e.g., Richler, Cheung, et al. 2011).
Thus, it has been unclear from these studies whether a weakening in the perceptual grouping of the face parts, independent of their physical misalignment, contributes to the disruption of holistic face processing.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com