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As predicted, these data suggest that people might be sensitive to the low level properties of real-world scenes when making judgments about the authenticity of photos.
In this work, we investigate how illuminant estimation techniques can be improved taking into account intrinsic, low level properties of the images.
Since they only rely on the low level properties of motion (dynamic and kinematic properties), Physics-based motion models are limited to short-term (less than a second) motion prediction.
Although our results cannot rule out that the early emotion separations are driven by the same low level properties as the ones governing early visual processing via V1, the early latency of the separation and the "happy advantage" point to an alternative direction.
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The high-level properties (dogness) supervene the low-level properties (pixels).
In contrast, the low-level properties of a temptation make salient the ways in which it's immediately rewarding.
Instead, visual experience represents that low-level properties are instantiated at certain locations, without taking a stand on whether ordinary objects are instantiating them.
5), who argues that experience represents colors (and perhaps other low-level properties) instantiated in regions of space-time around the perceiver, and nothing else.
In the philosophy of mind, defenders of the view that only low-level properties are represented in experience include Tye (1995), Dretske (1995), Clark (2000); defenders of the view that high-level properties are represented in experience include Peacocke 1992, Siewert 1998, Siegel 2006).
If this can happen, then even if a distinction in the philosophy of science between 'observation and 'theory' can be drawn, it will not align with the representation of low-level properties, on the one hand, and high-level properties on the other.
A prerequisite for the application of any modality fusion or context exploitation technique is the appropriate and effective exploitation of the content low-level properties, such as color, motion, etc., in order to facilitate the derivation of a first set of high-level semantic descriptions.
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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