Title :
Coding of contour data using DCT transform
Author :
Belgassem, Fituri H. ; Aboudeana, Mohamed ; Besbas, Wajdi ; Dziech, Andrzej
Author_Institution :
Higher Inst. of Electron., Beni Walid, Libya
Abstract :
The efficiency of the DCT transform in the coding of contour data is presented. Test contours extracted from gray level or binary images are represented by two one-dimensional sequences x(i) and y(i) representing the Cartesian coordinates of the boundary points of the contour. The contour sequences representing the contour data are combined to form one sequence. The new sequence is then divided into a number of sub-arrays, which are transformed using one-dimensional DCT transform. The spectral coefficients having the largest variances are then coded and transmitted or stored. Comparison of the coding results using different transforms, with respect to mean square error versus the compression rate, are reported. It is shown that the DCT transform has a better coding efficiency than other transforms.
Keywords :
data compression; discrete cosine transforms; feature extraction; image coding; mean square error methods; transform coding; DCT transform; binary images; boundary points; coding efficiency; compression rate; contour data coding; contour sequences; gray level images; mean square error; one-dimensional sequences; spectral coefficients; Application software; Data compression; Data mining; Discrete cosine transforms; Discrete transforms; Image coding; Image processing; Image reconstruction; Pattern recognition; Transform coding;
Conference_Titel :
Electrotechnical Conference, 2000. MELECON 2000. 10th Mediterranean
Print_ISBN :
0-7803-6290-X
DOI :
10.1109/MELCON.2000.880009