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We can expect the virtual frontal features generated by pose normalization to be less reliable than the features extracted directly from frontal images.
In our system, see Figure 2, we assume the pose to be known and introduce a pose normalization block to create virtual frontal features from non-frontal ones at different stages of the visual feature extraction: the extracted mouth ROI (x I, y I ), a smooth and compact representation of the images in the frequency domain (x F, y F ) or the final LDA features used in the classifier (x L, y L ).
Throughout September 29, the remnants slowed and the system attained frontal features.
Subsequently, the system abandoned its frontal features as its appearance became more circular.
Later that day, it began to undergo an extratropical transition, acquiring frontal features and elongated convection.
Over the following days, the low began to lose its frontal features and began to transition into a subtropical cyclone as it traveled in a general westward direction.
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After a hot and humid July, August, while expected to begin with some fine and dry weather, could bring lower temperatures as a "frontal feature" pushes in from the south-east.
The observation that some ALS patients develop cognitive deficits with prominent frontal lobe features, and that the associated neuropathology resembles that of FTLD led to the idea that ALS and FTLD might be related [ 21, 33].
The cloud shield became asymmetrically displaced to the north of the center, and frontal-like features began to form.
There are many other exceedingly rare dementia-plus conditions that can present with early AAO and associated frontal-executive features with and without neuropsychiatric features.
It has three features: frontal staircase detection through auditory feedback, backward obstacle-avoidance assistance through auditory feedback, and lateral ramp-edge detection through haptic feedback.
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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