Title :
A content dependent kernel for single-image super-resolution
Author :
Saryazdi, Saeid ; Saryazdi, Saeid ; Nezanabadipour, Hossein
Author_Institution :
Young Res. Assoc., Shahid Bahonar Univ. of Kerman, Kerman, Iran
Abstract :
In this paper a new single image super-resolution is proposed. The proposed method uses an interpolation using an adaptive kernel. The kernel is computed in each position according to the image contents. To evaluate the performance of the proposed method, a comparative experiment with the well-known bi-cubic super-resolution is performed. The experimental results confirm the efficiency of the proposed method.
Keywords :
image reconstruction; image resolution; interpolation; adaptive kernel; bicubic super-resolution; content dependent kernel; image contents; interpolation kernel; single-image super-resolution; Image edge detection; Image reconstruction; Image resolution; Interpolation; Kernel; Mathematical model; Signal resolution; image magnification; image reconstruction; single frame image super resolution;
Conference_Titel :
Information and Knowledge Technology (IKT), 2013 5th Conference on
Conference_Location :
Shiraz
Print_ISBN :
978-1-4673-6489-8
DOI :
10.1109/IKT.2013.6620110