Show simple item record

Implementation of a Theory of Edge Detection

dc.date.accessioned2004-10-20T20:08:19Z
dc.date.accessioned2018-11-24T10:22:30Z
dc.date.available2004-10-20T20:08:19Z
dc.date.available2018-11-24T10:22:30Z
dc.date.issued1980-04-01en_US
dc.identifier.urihttp://hdl.handle.net/1721.1/6932
dc.identifier.urihttp://repository.aust.edu.ng/xmlui/handle/1721.1/6932
dc.description.abstractThis report describes the implementation of a theory of edge detection, proposed by Marr and Hildreth (1979). According to this theory, the image is first processed independently through a set of different size filters, whose shape is the Laplacian of a Gaussian, ***. Zero-crossings in the output of these filters mark the positions of intensity changes at different resolutions. Information about these zero-crossings is then used for deriving a full symbolic description of changes in intensity in the image, called the raw primal sketch. The theory is closely tied with early processing in the human visual systems. In this report, we first examine the critical properties of the initial filters used in the edge detection process, both from a theoretical and practical standpoint. The implementation is then used as a test bed for exploring aspects of the human visual system; in particular, acuity and hyperacuity. Finally, we present some preliminary results concerning the relationship between zero-crossings detected at different resolutions, and some observations relevant to the process by which the human visual system integrates descriptions of intensity changes obtained at different resolutions.en_US
dc.format.extent19765702 bytes
dc.format.extent7124937 bytes
dc.language.isoen_US
dc.titleImplementation of a Theory of Edge Detectionen_US


Files in this item

FilesSizeFormatView
AITR-579.pdf7.124Mbapplication/pdfView/Open
AITR-579.ps19.76Mbapplication/postscriptView/Open

This item appears in the following Collection(s)

Show simple item record