Title :
Resolution enhancement of digital images based on interpolation with biasing
Author :
Okamoto, Yasuaki ; Taguchi, Akira
Author_Institution :
Dept. of Electr. & Electron. Eng., Musashi Inst. of Technol., Tokyo, Japan
Abstract :
Enlargement of digital image is a prime technique in the digital image processing field. Generally, an image enlargement is realized by linear interpolation method. However, the enlargement image by linear interpolation will appear blurred. The heavy blurred areas, those include high-frequency components, such as step-edges and peaks. In order to realize the edge-preserving and the peak-creating interpolation, we have introduced the concept of the warped distance among the pixels and biasing the signal amplitude, respectively. This paper presents a novel interpolation method with only biasing of the signal amplitude. The proposed method can create the peak point of concavo-convex shape signals. Furthermore, the proposed biasing method can preserve the signal edge. Thus, it is not necessary to combine the biasing and the warping.
Keywords :
image enhancement; image resolution; interpolation; biasing method; concavo-convex shape signal; digital image resolution enhancement; edge-preserving interpolation; high-frequency component; linear interpolation method; peak-creating interpolation; signal amplitude; warped distance; Airplanes; Boats; CD-ROMs; Image edge detection; Image resolution; Signal resolution;
Conference_Titel :
Signal Processing Conference, 2006 14th European
Conference_Location :
Florence