Title :
An Edge Directed Image Interpolation Technique Based on Wavelet Preprocessing
Author_Institution :
Battlefield Radar Organ., Thales-Raytheon Syst., Fullerton, CA
fDate :
Oct. 29 2006-Nov. 1 2006
Abstract :
Resizing an image is an important technique in image processing. When increasing the size of the image, some details of the image are smeared or blurred with common interpolation techniques, such as bilinear interpolation. Edges do not appear as sharp as the original image. In this paper, we present an approach that performs interpolation in the direction of the edges, rather than just horizontal and vertical direction. A wavelet preprocessing is used to extract edge direction information before performing interpolation in multiple directions.
Keywords :
convolution; edge detection; image processing; interpolation; bilinear interpolation; edge directed image interpolation technique; edge direction information; image processing; image resizing; image size increasing; interpolation techniques; wavelet preprocessing; Convolution; Data mining; Filter bank; Finite impulse response filter; Image analysis; Image processing; Interpolation; Large-scale systems; Nuclear and plasma sciences; Visual effects;
Conference_Titel :
Nuclear Science Symposium Conference Record, 2006. IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
1-4244-0560-2
Electronic_ISBN :
1095-7863
DOI :
10.1109/NSSMIC.2006.354315