The Enhancement of Fingerprint Images using Gabor Filter. (March 2019)
- Record Type:
- Journal Article
- Title:
- The Enhancement of Fingerprint Images using Gabor Filter. (March 2019)
- Main Title:
- The Enhancement of Fingerprint Images using Gabor Filter
- Authors:
- Erwin,
Karo, Nina Nuria Br.
Yulia Sari, Asti
Aziza, Nur
Kesuma Putra, Hadrians - Abstract:
- Abstract: Fingerprint is used as an object of the image that can be characteristic of every human being. Fingerprint images that have noise, blur and are not clearly a major problem in image processing. Enhancement of fingerprint image quality is proposed with the Gabor Filter method. The steps taken begin by increasing the local image contrast by applying the adaptive histogram equalization (AHE) method, then, corrected by the Gabor Filter and binarization methods. Image quality improvement was measured by peak signal to noise ratio (PNSR) and mean square error (MSE). The results of the experiment using the NIST dataset resulted in the best value of PNSR of 18.2692 and MSE of 159.3449.
- Is Part Of:
- Journal of physics. Volume 1196(2019)
- Journal:
- Journal of physics
- Issue:
- Volume 1196(2019)
- Issue Display:
- Volume 1196, Issue 1 (2019)
- Year:
- 2019
- Volume:
- 1196
- Issue:
- 1
- Issue Sort Value:
- 2019-1196-0001-0000
- Page Start:
- Page End:
- Publication Date:
- 2019-03
- Subjects:
- Physics -- Congresses
530.5 - Journal URLs:
- http://www.iop.org/EJ/journal/1742-6596 ↗
http://ioppublishing.org/ ↗ - DOI:
- 10.1088/1742-6596/1196/1/012045 ↗
- Languages:
- English
- ISSNs:
- 1742-6588
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 5036.223000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 10129.xml