Title :
Noiseless coding of VQ index using index grouping algorithm
Author :
Hsieh, Chaur-Heh ; Tsai, Jyi-Chang ; Lu, Po-Chiang
Author_Institution :
Dept. of Inf. Eng., Kaohsiung Polytech. Inst., Taiwan
fDate :
12/1/1996 12:00:00 AM
Abstract :
In a memoryless vector quantization (VQ) of images, each image block is quantized independently, while its corresponding index is sent to the decoder. Since the image blocks are highly correlated, many blocks may correspond to the same index. This paper presents a noiseless coding algorithm which groups up the blocks with the same index and then encodes the group path efficiently. Simulation results indicate that the new algorithm improves coding efficiency without introducing any extra loss of information
Keywords :
image coding; memoryless systems; vector quantisation; VQ index; coding efficiency; image blocks; image coding; index grouping algorithm; memoryless vector quantization; noiseless coding algorithm; Bit rate; Clocks; Communications Society; Councils; Decoding; Encoding; Image coding; Image communication; Terminology; Vector quantization;
Journal_Title :
Communications, IEEE Transactions on