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In the above formula, presents the local noise level and is computed in a spatial neighborhood window.
We repeat this procedure and estimate the local noise level as the medium intensity after three iterations.
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Accordingly, we introduce an adaptive threshold like [21], but further considering local noise levels: (15).
It is important to note that the difference of arbitrary parameters in measuring τ c shown in Table 1 as well as the local noise levels in tremor detection possibly causes some minor bias in comparing among different tectonic environments, but it would not cause any significant changes in the relationship between the τ c and the duration in the global variations.
Because of local regulations routine noise level sampling was not performed among the firefighters.
Other state-of-the-art algorithms found in literature work in the same manner; for example in Liu and Freeman [16], a framework that integrates robust optical flow into a non-local means framework with noise level estimation is used, and the temporal coherence is taken into account in removing structured noise.
LIDE aims at local enhancement also yields high noise level.
Then, we build an adaptive spatio-temporal connective (ASTC) filter adapting from TCT to SCT based on noise level and local motion characteristics.
ASTC filter adapts from a temporal filter to a spatial one based on noise level and local motion characteristics, and thus assure its robustness for different videos.
For a given defective video, we introduce an adaptive spatio-temporal connective (ASTC) filter, which adapts from temporal to spatial filters based on noise level and local motion characteristics to remove mixture of Gaussian and impulse noises.
The process of spectrum sensing with a single sensor is fundamentally limited by local impairments, such as the noise level, the signal-to-noise ratio (SNR) wall [5], and radio propagation effects such as path loss and fading experienced by this sensor, which significantly deteriorate its sensing performance [6].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com