Fingerprint Salt & Pepper Noisy Image Enhancement with Threshold Method

We present an adaptive threshold method for salt and pepper noisy fingerprint images. At first, we applied a threshold algorithm to detect noisy and corrupt pixels. Fingerprint image optimized with window filter produced pixels values. We measured the quality of the fingerprint images with peak sign...

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Veröffentlicht in:IOP conference series. Materials Science and Engineering 2021-02, Vol.1077 (1), p.12049
Hauptverfasser: Ince, Mahmut, Lu, Songfeng, Alfadhli, Saad Ali, Maulood, Ismail, Alresheedi, Shayem Saleh
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Sprache:eng
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Zusammenfassung:We present an adaptive threshold method for salt and pepper noisy fingerprint images. At first, we applied a threshold algorithm to detect noisy and corrupt pixels. Fingerprint image optimized with window filter produced pixels values. We measured the quality of the fingerprint images with peak signal to noise ratio and other efficient noise removing techniques were compared with it. The result shows improving performance of our method with remove salt and pepper noise from a fingerprint image. Our present work is useful to reduce or minimize medium level noise in fingerprint image. In future, we will work to reduce more than 80 percent noise level in fingerprint image.
ISSN:1757-8981
1757-899X
DOI:10.1088/1757-899X/1077/1/012049