Virtual Magnifier-Based Image Resolution Enhancement

Virtual Magnifier-Based Image Resolution Enhancement

Lung-Chun Chang, Yueh-Jyun Lee, Hui-Yun Hu, Yu-Ching Hsu, Yi-Syuan Wu
Copyright: © 2013 |Pages: 8
DOI: 10.4018/978-1-4666-2928-8.ch006
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Abstract

To obtain high resolution images, some low resolution images must be processed and enhanced. In the literature, the mapping from the low resolution image to the high resolution image is a linear system and it is only enlarged by an integer scale. This paper presents a real scaling algorithm for image resolution enhancement. Using a virtual magnifier, an image resolution can be enhanced by a real scale number. Experimental results demonstrate that the proposed algorithm has a high quality for the enlarged image in the human visual system.
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Imaging Model

In the optics, the trace of a ray of light is a straight line. When the ray passes through a medium, the rule of the refraction is followed by the Snell's Law (Jenkins & White, 1976; Meyer-Arendt, 1989; Pedrotti & Pedrotti, 1987) and the Snell's Law is defined below.

Law of Refraction (Snell's Law) (Pedrotti & Pedrotti, 1987): When a ray of light is refracted at an in978-1-4666-2928-8.ch006.m01 and 978-1-4666-2928-8.ch006.m02 denote the incident angle and the refraction angle, respectively, 978-1-4666-2928-8.ch006.m03 and 978-1-4666-2928-8.ch006.m04 denote the two media with refractive indices. Figure 1 shows a ray of light passing from medium 978-1-4666-2928-8.ch006.m05 into a optically denser medium 978-1-4666-2928-8.ch006.m06 where N is a normal line. According to the Snell's Law, an object M with height h is located at the left side of the lens and passes through the lens, then the imaging object 978-1-4666-2928-8.ch006.m07 with height 978-1-4666-2928-8.ch006.m08 is formed on the right side of the lens (see Figure 2). In Figure 2, 978-1-4666-2928-8.ch006.m09 and 978-1-4666-2928-8.ch006.m10 denote the left spherical surface and the right spherical surface of the lens, respectively.

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