Comparison of Commonly Used Image Interpolation Methods

DOI

10.2991/iccsee.2013.391How to use a DOI?

Keywords

Image magnification, Interpolation algorithm, Performance comparison

Abstract

Image magnification algorithms directly affect the quality of image magnification. In this paper, based on the image interpolation algorithm principle, features of the nearest neighbor interpolation, bilinear interpolation, bicubic interpolation and cubic B spline interpolation were analyzed. At the same time, their advantages and disadvantages were compared. In the experiment, image magnification performance of different interpolation algorithms was compared from subjective and objective aspects. The experimental results give the guidance for the user to choose a suitable algorithm to achieve optimum results according to different application.

Copyright

© 2013, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Dianyuan Han
PY  - 2013/03
DA  - 2013/03
TI  - Comparison of Commonly Used Image Interpolation Methods
BT  - Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013)
PB  - Atlantis Press
SP  - 1556
EP  - 1559
SN  - 1951-6851
UR  - https://doi.org/10.2991/iccsee.2013.391
DO  - 10.2991/iccsee.2013.391
ID  - Han2013/03
ER  -