Title :
Fast two-dimensional inverse discrete cosine transform for HDTV or videophone systems
Author :
Yang, Jar-Ferr ; Shaih, Shih-Chang ; Bai, Bor-Long
Author_Institution :
Dept. of Electr. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
fDate :
11/1/1993 12:00:00 AM
Abstract :
The authors propose a new fast two-dimensional inverse discrete cosine transform (2D-IDCT) algorithm which is developed on the basis of the DCT computational kernel matrices. With the symmetrical properties of kernel matrices, one can greatly reduce the number of multiplications. With carefully grouping the DCT coefficients, the computational complexity can be further reduced, for example, if the 2D-DCT coefficients are coded and transmitted according to the zig-zag scanning. The proposed fast 2D-IDCT algorithm which takes the advantage of zero-valued DCT elements is suitable for high throughput HDTV receiving systems. The DCT is generally recognized as the best way to encode digital picture information, because it results in virtually the same energy compact performance as the Karhunen-Loeve transform (KLT). The DCT has the advantage of lower computational complexity than the KLT
Keywords :
computational complexity; discrete cosine transforms; high definition television; image coding; matrix algebra; videotelephony; DCT coefficients; HDTV receiving systems; computational complexity; digital picture encoding; fast 2D-IDCT algorithm; inverse discrete cosine transform; kernel matrices; multiplications; videophone systems; zig-zag scanning; Computational complexity; Discrete cosine transforms; HDTV; Karhunen-Loeve transforms; Kernel; Power engineering and energy; Symmetric matrices; Telecommunication computing; Throughput; Videophone systems;
Journal_Title :
Consumer Electronics, IEEE Transactions on