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Smart algorithms reduce detail by replacing complicated patches with one average color.
In AED, deep learning has enabled modeling of detail-rich features, and among these, high resolution spectrograms have shown a significant advantage over existing predefined features (e.g., Mel-filter bank) that compress and reduce detail.
Other approaches of note are efficiently quantizing image colours to reduce detail and fine texture by techniques such as image abstraction [17] for visual enhancement purposes demonstrated by Atabany et al. [15].
Remember, sometimes some measures you can take to reduce noise can reduce detail in your images, so deciding when it's pertinent to use it is important.
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A smoothing filter is used, in this research, to reduce details of the input image and suppress noise.
The efficacies of the proposed reduction methods were compared with existing methods through applications to reduce detailed kinetic models of alkane pyrolysis and natural gas combustion (GRI Mech 3.0) and an ab initio kinetic model of industrial steam cracking of ethane.
The finding of enhanced global advantage in OC users compares to previous findings of enhanced spatial performance (Wharton et al., 2008), reduced detail memory (Nielsen et al., 2011) and altered brain activation patterns (Pletzer et al., 2014) in OC users.
Increasing the sliding window size from 5 kbp to 20 kbp for both the hexanucleotide ZOMs and tetranucleotide MCM based profiles, increased average autocorrelation scores, but reduced detail in the respective profiles noticeably, even though the sliding windows were overlapping every 5 kbp (see Figure 4).
Laurana created an ideal image of aristocratic elegance by reducing details to a minimum and concentrating on the essential geometry of forms harmoniously balanced, clearly and precisely carved.
Accurate representation of the processes and components of natural systems is necessary for reliable ecological models, yet data generalization is often needed to reduce unneeded detail and to increase model efficiency.
In the Commons he quoted back Mr Burnham's own words from 2007, when he was a health minister, following a similar request for a risk register to be published - when Mr Burnham said that it would "be likely to reduce the detail and utility of its contents" which would "inhibit the free and frank exchange of views about significant risks".
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com