| Autor: |
Rasras, Rashad J., Zahran, Bilal, Abu Sara, Mutaz Rasmi, AlQadi, Ziad |
| Předmět: |
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| Zdroj: |
International Journal of Electrical & Computer Engineering (2088-8708); Feb2021, Vol. 11 Issue 1, p872-878, 7p |
| Abstrakt: |
In this paper we presented a new approach to manipulate a digital signal in order to create a features array, which can be used as a signature to retrieve the signal. Each digital signal is associated with the local binary pattern (LBP) histogram; this histogram will be calculated based on LBP operator, then k-means clustering was used to generate the required features for each digital signal. The proposed method was implemented, tested and the obtained experimental results were analyzed. The results showed the flexibility and accuracy of the proposed method. Although different parameters of the digital signal were changed during implementation, the results obtained showed the robustness of the proposed method. [ABSTRACT FROM AUTHOR] |
| Databáze: |
Complementary Index |
| Externí odkaz: |
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