Robert Smyk - Science profile - Bridge of Knowledge

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Assistant professor

Workplace
Gmach Elektrotechniki i Automatyki pokój 112
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(58) 347 13 32

Publication showcase

  • Review and comparison of smoothing algorithms for one-dimensional data noise reduction

    - Year 2018

    The paper considers the choice of parameters of smoothing algorithms for data denoising. The impact of the window size on smoothing accuracy was analyzed. The parameters of denoising filters were selected with respect to the meansquare error between the computed linear regression and the noisy signal. Finally, we have compared mean, median, SavitzkyGolay, Kalman and Gaussian filter algorithms for the data from the digital sensor....

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  • Comparison of edge detection algorithms for electric wire recognition

    Edge detection is the preliminary step in image processing for object detection and recognition procedure. It allows to remove useless information and reduce amount of data before further analysis. The paper contains the comparison of edge detection algorithms optimized for detection of horizontal edges. For comparison purposes the algorithms were implemented in the developed application dedicated to detection of electric line...

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  • Nowy algorytm: alfa max i beta min

    - Przegląd Elektrotechniczny - Year 2025

    . In this paper we present an improved version of alpha max plus beta min algorithm. We have proposed a new algorithm for approximating the alpha max and beta min coefficients. This leads to less complex algorithm formulas. Hardware architecture of alpha max plus beta min algorithm is also presented and analyzed.

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