A multiresolution descriptor for nonstationary image processingA. D. Calway, R. Wilson, A multiresolution descriptor for nonstationary image processing. Chapter in Mathematics in Signal Processing II. J. G. McWhirter, (eds.). ISBN 0-19-853641-0, pp. 357–368. January 1990. No electronic version available.
This paper considers the problem of representing image features within the framework of a new multiresolution image descriptor. A general feature model is defined and the particular case of estimating localised line and edge features is then considered. Results of implementing the estimation scheme on a natural image are presented. In addition, it is shown that the general model can also accomodate the definition of more complex features and is therefore a potential basis for a unified image description.