CSDL Home IEEE Transactions on Pattern Analysis & Machine Intelligence 1984 vol.6 Issue No.01 - January
Issue No.01 - January (1984 vol.6)
R. Chellappa , Department of Electrical Engineering and the Image Processing Institute, University of Southern California, Los Angeles, CA 90089.
A transform coding scheme for closed image boundaries on a plane is described. The given boundary is approximated by a series of straight line segments. Depending on the shape, the boundary is represented by the (x-y) coordinates of the endpoints of the line segments or by the magnitude of the successive radii vectors that are equispaced in angle around the given boundary. Due to the circularity present in the data, the discrete Fourier transform is used to exactly decorrelate the finite boundary data. By fitting a Gaussian circular autoregressive model to represent the boundary data, estimates of the variances of the Fourier coefficients are obtained. Using the variances of the Fourier coefficients and the MAX quantizer, the coding scheme is implemented. The scheme is illustrated by an example.
R. Chellappa, "Fourier Coding of Image Boundaries", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol.6, no. 1, pp. 102-105, January 1984, doi:10.1109/TPAMI.1984.4767482