Filter technique of medical image on multiple morphological gradient (MMG) method

MMG method used in this study to clarify the edge detection. [...]this research showed the hesitation decline (confidence increase) of the diagnosis of objects contained in medical images. By using various kinds of filter techniques, the results have better quality. [...]this research compared some...

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Veröffentlicht in:Telkomnika 2019-06, Vol.17 (3), p.1317-1323
Hauptverfasser: Na'am, Jufriadif, Harlan, Johan, Syelly, Rosda, Ramadhanu, Agung
Format: Artikel
Sprache:eng
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Zusammenfassung:MMG method used in this study to clarify the edge detection. [...]this research showed the hesitation decline (confidence increase) of the diagnosis of objects contained in medical images. By using various kinds of filter techniques, the results have better quality. [...]this research compared some filter techniques such as Blur, Emboss, Gaussian, Laplacian, Roberts, Sharpen, and Sobel, to support MMG method and found out the best filter in edge detection on a medical image. 2.Research Method Currently, medical image processing is indispensable in reducing the doctors' perceptions of doubt in diagnosis. The filter work that it is processing neighbor pixels to get the latest pixel values. [...]the equalization of pixels and histogram values are evenly distributed. [10] Choy S, Parhar D, Lian K, Schmiedeskamp H, Louis L, O'Connell T, McLaughlin P, Nicolaou S. Comparison of image noise and image quality between full-dose abdominal computed tomography scans reconstructed with weighted filtered back projection and half-dose scans reconstructed with improved sinogram-affirmed iterative reconstruction (SAFIRE·).
ISSN:1693-6930
2302-9293
DOI:10.12928/telkomnika.v17i3.9722