Open Access

ARTICLE

Image Interpolation via Gaussian-Sinc Interpolators with Partition of Unity

Gang Xu^{1, *}, Ran Ling¹, Lishan Deng¹, Qing Wu¹, Weiyin Ma²
1 School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China.
2 Department of Mechanical and Biomedical Engineering, City University of Hong Kong, Hong Kong
* Corresponding Author: Gang Xu. Email: .

Computers, Materials & Continua 2020, 62(1), 309-319. https://doi.org/10.32604/cmc.2020.06509

Abstract

In this paper, we propose a novel image interpolation method by using Gaussian-Sinc automatic interpolators with partition of unity property. A comprehensive comparison is made with classical image interpolation methods, such as the bicubic interpolation, Lanczos interpolation, cubic Schaum interpolation, cubic B-spline interpolation and cubic Moms interpolation. The experimental results show the effectiveness of the improved image interpolation method via some image quality metrics such as PSNR and SSIM.

---

Keywords

Image interpolation method, Gaussian-Sinc function, partition of unity property.

---

Citations