Title :
Optimum bit rate pyramid coding with low computational and memory requirements
Author :
Al-Asmari, Awad Kh
Author_Institution :
Dept. of Electr. Eng., King Saud Univ., Riyadh, Saudi Arabia
fDate :
6/1/1995 12:00:00 AM
Abstract :
This paper presents the optimum bit allocation for fixed rate pyramid coding structures which use a lowpass filter with nominal bandwidth of π/4 for predecimation filtering. This technique results in about 32% less in the computational complexity and 20% less in the memory requirements than the conventional filters used for pyramid coding. Three different algorithms are introduced. In the first algorithm the decimated image is transmitted at 8 bpp and the difference image is DCT-encoded. In the second algorithm the decimated image is encoded using BTC and the difference image is DCT-encoded, while in the third algorithm the decimated image is BTC-encoded with further quantization of the DCT coefficients of the difference image. These algorithms achieve high compression rate and allow at the same time a low complexity encoder
Keywords :
computational complexity; discrete cosine transforms; filtering theory; image coding; low-pass filters; quantisation (signal); transform coding; BTC; DCT coefficients; DCT-encoded image; algorithms; decimated image; difference image; digital image transmission; fixed rate pyramid coding; high compression rate; low complexity encoder; low computational complexity; low memory requirements; lowpass filter; nominal bandwidth; optimum bit allocation; optimum bit rate pyramid coding; predecimation filtering; quantization; visual communication; Bandwidth; Bit rate; Data structures; Digital images; Filtering; Finite impulse response filter; Image coding; Image reconstruction; Image resolution; Pixel;
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on