Title :
Manipulation and Presentation of Multidimensional Image Data Using the Peano Scan
Author :
Stevens, R.J. ; Lehar, A.F. ; Preston, F.H.
Author_Institution :
Scientific Research and Development Branch, Home Office, Woodcock Hill Sandridge, St. Albans, Hertford-shire AL4 9HQ, England.
Abstract :
A fractal curve first discussed by Giuseppe Peano has useful statistical properties in image processing. The curve can act as a transform between a line and n-dimensional space retaining some of the spatially associative properties of the space. Applications of the curve include multispectral image display, compression in the color and spa-tial domain, classification, and color display. The technique enables the display of high quality color images on a frame store capable of displaying only 256 colors simultaneously. A logically ordered and complete set of colors for false color work can be selected. An im-provement in compression by about 3X for color images can be ob-tained by using this method in conjunction with an existing spatial compression technique. A simple algorithm for constructing the curves is shown.
Keywords :
Color; Displays; Fractals; Image analysis; Image coding; Image processing; Multidimensional signal processing; Multidimensional systems; Multispectral imaging; Signal processing algorithms; Data ordering; false color; image coding; image processing; multispectral sensing;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on
DOI :
10.1109/TPAMI.1983.4767431