Issue No. 02 - February (1984 vol. 6)
M. Shneier , Center for Automation Research, University of Maryland, College Park, MD 20742; National Bureau of Standards, Washington, DC 20234.
T. H. Hong , Center for Automation Research, University of Maryland, College Park, MD 20742; National Bureau of Standards, Washington, DC 20234.
This correspondence describes a method of extracting compact regions from images using three multiresolution (``pyramid'') representations of image features. The method makes use of a gray-level pyramid in which linking of similar nodes at successive levels smooths the image into uniform regions; an edge pyramid in which linking of similarly oriented edge elements serves to delineate the boundaries of the detected regions; and a ``surroundedness'' pyramid in which pixels surrounded by edges are detected.
M. Shneier, T. H. Hong, "Extracting Compact Objects Using Linked Pyramids", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol. 6, no. , pp. 229-237, February 1984, doi:10.1109/TPAMI.1984.4767506