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The results are compared with that using the median filter.
Before training the SVM, it is crucial to preprocess each image, where this procedure involves histogram equalization, filtering using the median filter, followed by the sharpen filter.
Tarel and Hautiere[19] adopted a fast visibility restoration algorithm by using the median filter to compute atmosphere veil from the whiten image.
Green channel of the given image in Figure 1a (a), estimated intensity inhomogeneity image that is obtained by using the median filter (b), and the corrected image that is obtained by our method (c).
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We used the median filter technique [19] to smooth the TMH propensity profile, and at the same time, to reduce noise.
The particular spatial filter used (the median filter) does not decrease the spatial resolution.
Through mean-shifting, both the DC levels of MIDI and the input humming data are set to 0. The peak, shaking, and vibration noises are the removed by using the median and average filtering.
The median filter replace a pixel using the median of its neighbouring pixels' values.
It consists of two computation stages: firstly, to filter the input rainy image using the weighted median filter; then, the weighted median filtered image is used as a guide image and convoluted with the input rainy image to get the final rain-free image.
It consists of two main steps: firstly, the input rainy image is filtered using the weighted median filter [9], where the rain steaks will be excluded and the most basic information will be retained; then, the weighted median filtered image is used as a guide image and convoluted with the input rainy image to obtain a texture/edge preserved rain-free image via guided filter.
We propose a noise detection process performed in two steps followed by noise filtering using the vector median filter.
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CEO of Professional Science Editing for Scientists @ prosciediting.com