Title :
A near exact image expansion scheme for bi-level images
Author :
Zahir, Saif ; Agha, A.K.M. ; Ward, Rabab
Author_Institution :
Dept. of Electr. & Comput. Eng., British Columbia Univ., Vancouver, BC, Canada
Abstract :
Exact bi-level image expansion techniques are required for a wide range of applications such as cartography, calligraphy, medical images, remote sensing, and satellite imagery. Among the methods proposed in the literature are (a) pixel replication; (b) area sizing; (c) interpolation and spline methods; and (d) DCT-based techniques. All these methods generate distortion and noticeable degradation in the quality of images especially around edges. We introduce a new image expansion scheme that produces significantly improved expanded and/or reduced images and maintains high quality edges. This scheme uses an elaborate look-up table that is based on look-ahead-and-back procedures for each pixel and maintains a memory of the pixels´ chain code connectivity. The experimental simulation results show that the resized images of the proposed scheme are aesthetically and objectively much better than those of the other methods.
Keywords :
discrete cosine transforms; edge detection; image coding; image resolution; interpolation; splines (mathematics); table lookup; DCT-based techniques; area sizing; bi-level images; calligraphy; cartography; distortion; edge detection; exact bi-level image expansion; high quality edges; image quality degradation; image resolution; interpolation; look-ahead-and-back procedures; look-up table; medical images; near exact image expansion; pixel replication; pixels chain code connectivity; remote sensing; resized images; satellite imagery; simulation results; spline methods; Application software; Biomedical imaging; Degradation; Filling; Image edge detection; Interpolation; Pixel; Polynomials; Remote sensing; Spline;
Conference_Titel :
Image Processing, 2000. Proceedings. 2000 International Conference on
Conference_Location :
Vancouver, BC, Canada
Print_ISBN :
0-7803-6297-7
DOI :
10.1109/ICIP.2000.899378