Title :
Canny edge based image expansion
Author :
Shi, Hongjian ; Ward, Rabab
Author_Institution :
Dept. of Electr. & Comput. Eng., British Columbia Univ., Vancouver, BC, Canada
fDate :
6/24/1905 12:00:00 AM
Abstract :
In this paper, a Canny edge-based image expansion method is introduced. Our proposed expansion method outperforms the pixel replication, the bilinear interpolation and the bicubic interpolation methods. It gives crisp and less zigzag pictures. Our method is applied on the image after it has been expanded using bilinear or bicubic interpolation. The edges of such an expanded image are obtained using the Canny edge detector. The values of pixels around the edges are modified to yield a crisper and less zigzagged picture.
Keywords :
edge detection; image resolution; interpolation; Canny edge detector; bicubic interpolation; bilinear interpolation; crisp pictures; image expansion; performance; reduced zigzag pictures; Detectors; Image edge detection; Interpolation; Noise reduction; Pixel; Signal to noise ratio; Solid modeling;
Conference_Titel :
Circuits and Systems, 2002. ISCAS 2002. IEEE International Symposium on
Print_ISBN :
0-7803-7448-7
DOI :
10.1109/ISCAS.2002.1009958