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Issue No.12 - December (1975 vol.24)
pp: 1191-1201
J.C. Dunn , Department of Theoretical and Applied Mechanics and the Center for Applied Mathematics, Cornell University
ABSTRACT
Linear transforms of the characteristic functions of plane figures are averaged over the one parameter continuous group of dilatations (homothetic scale changes) to obtain new dilatation-invariant transforms. For a large class of kernel functions, the group averaged transforms act as corner detectors or edge detectors.
INDEX TERMS
Artificial neurons, corner detection, edge detection, group averaging, linear transforms, pattern classification, plane figures, scale-invariant features, transformation invariants, threshold logic networks.
CITATION
J.C. Dunn, "Group Averaged Linear Transforms that Detect Corners and Edges", IEEE Transactions on Computers, vol.24, no. 12, pp. 1191-1201, December 1975, doi:10.1109/T-C.1975.224163
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