Title :
Video coding algorithm using 3-D DCT and vector quantization
Author :
Lai, Triet H. ; Guan, Ling
Author_Institution :
Sch. of Electr. & Inf. Eng., Sydney Univ., NSW, Australia
Abstract :
This paper describes a compression algorithm based on 3-D discrete cosine transform (DCT) and vector quantization (VQ) in DCT domain. 3-D DCT is the extension of the conventional block-based 2-D DCT to explore the temporal correlation of video sequences in time. Instead of using scalar quantization which is normally used in popular standards, we employ VQ on the zig-zag sequence of DCT coefficients. Preliminary experimental results show that the proposed algorithm has significantly out-performed a standard MPEG-1 encoder.
Keywords :
discrete cosine transforms; image sequences; transform coding; vector quantisation; video coding; 3-D DCT; 3-D discrete cosine transform; DCT domain; VQ; compression algorithm; temporal correlation; vector quantization; video sequences; zig-zag sequence; Australia; Compression algorithms; Discrete cosine transforms; Entropy; Frequency; Motion estimation; Transform coding; Vector quantization; Video coding; Video sequences;
Conference_Titel :
Image Processing. 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7622-6
DOI :
10.1109/ICIP.2002.1038131