IPTEK The Journal for Technology and Science
Vol 29, No 2 (2018)

Improving the Sharpness of Digital Images Using a Modified Laplacian Sharpening Technique

Zohair Al-Ameen (Department of Computer Science, College of Computer Science and Mathematics, University of Mosul, Nineveh, Iraq.)
Shamil Al-Ameen (Department of Software Engineering, College of Computer Science and Mathematics, University of Mosul, Nineveh, Iraq.)
Ahmed Al-Othman (Department of Computer Science, College of Education for Pure Sciences, University of Mosul, Nineveh, Iraq.)



Article Info

Publish Date
30 Jan 2019

Abstract

Many imaging systems produce images with deficient sharpness due to different real limitations. Hence, various image sharpening techniques have been used to improve the acutance of digital images. One of such is the well-known Laplacian sharpening technique. When implementing the basic Laplacian technique for image sharpening, two main drawbacks were detected. First, the amount of introduced sharpness cannot be increased or decreased. Second, in many situations, the resulted image suffers from a noticeable increase in brightness around the sharpened edges. In this article, an improved version of the basic Laplacian technique is proposed, wherein it contains two key modifications of weighting the Laplace operator to control the introduced sharpness and tweaking the second order derivatives to provide adequate brightness for recovered edges. To perform reliable experiments, only real-degraded images were used, and their accuracies were measured using a specialized no-reference image quality assessment metric. From the obtained experimental results, it is evident that the proposed technique outperformed the comparable techniques in terms of recorded accuracy and visual appearance.

Copyrights © 2018






Journal Info

Abbrev

jts

Publisher

Subject

Computer Science & IT

Description

IPTEK The Journal for Technology and Science (eISSN: 2088-2033; Print ISSN:0853-4098), is an academic journal on the issued related to natural science and technology. The journal initially published four issues every year, i.e. February, May, August, and November. From 2014, IPTEK the Journal for ...