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This study also aims at improving performance over computational resources of the algorithm making the distinction among different areas, especially, finding areas of an image that could be processed by a magnitude filter without affecting the fine image details and other image characteristics.
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Their detector was built over two consecutive frames of a video sequence and was based on motion direction filters, motion shear filters, motion magnitude filters and appearance filters.
The final SWI consists of four sets of images: magnitude images, filtered phase images, minimum intensity projections images and the final SWI images.
An edge potential image was then produced by passing the smoothed image through a gradient magnitude recursive Gaussian filter (using a σ of 0.05), followed by a sigmoid image filter with parameters of α = −1.0 and β = 2.0.
We observe that the magnitude of each filter depends directly on the response of silicon.
All the algorithms require L |·| operations for calculating the magnitude of the filter's coefficients.
A minimum multiplier realization of real half-band WDFs can be obtained to meet the low-pass digital filter magnitude specifications.
The mean, μ, and standard deviation, σ, are computed for the magnitude of each filter response and these values are used as the feature values.
The computed air transfer functions and the simulated filter magnitude responses are compared in Figure 2 at distances up to 50 meters, with the parameters given above.
To minimize the finite word-length errors, after quantization of each single section, coeffcients in other sections are recalculated to achieve minimum mean-squared-error (MSE) of the magnitude response of filter.
Overall, using the Gabor filter magnitude response given a frequency bandwidth and spacing of one octave and orientation bandwidth and spacing of 30° augmented by a measure of the texture complexity generated preferred results.
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