A fast encoding algorithm for vector quantization

被引:64
作者
Baek, S
Jeon, B
Sung, KM
机构
[1] School of Electrical Engineering, Seoul National University, Seoul
关键词
D O I
10.1109/97.650035
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this letter, we present a fast encoding algorithm for vector quantization that uses two characteristics of a vector, mean, and variance. Although a similar method using these features was already proposed, it handles these features separately. On the other hand, the proposed algorithm utilizes these features simultaneously to save computation time all the more, Since the proposed algorithm rejects those codewords that are impossible to be the nearest codeword, it produces the same output as conventional full search algorithm. The simulation results confirm the effectiveness of the proposed algorithm.
引用
收藏
页码:325 / 327
页数:3
相关论文
共 10 条
[1]   AN IMPROVEMENT OF THE MINIMUM DISTORTION ENCODING ALGORITHM FOR VECTOR QUANTIZATION [J].
BEI, CD ;
GRAY, RM .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1985, 33 (10) :1132-1133
[2]  
Gray R. M., 1984, IEEE ASSP Magazine, V1, P4, DOI 10.1109/MASSP.1984.1162229
[3]   EQUAL-AVERAGE HYPERPLANE PARTITIONING METHOD FOR VECTOR QUANTIZATION OF IMAGE DATA [J].
GUAN, L ;
KAMEL, M .
PATTERN RECOGNITION LETTERS, 1992, 13 (10) :693-699
[4]   Fast full search equivalent encoding algorithms for image compression using vector quantization [J].
Huang, C. -M. ;
Bi, Q. ;
Stiles, G. S. ;
Harris, R. W. .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1992, 1 (03) :413-416
[5]  
LEE CH, 1994, IEE P VISION IMAGE S, V141
[6]   ALGORITHM FOR VECTOR QUANTIZER DESIGN [J].
LINDE, Y ;
BUZO, A ;
GRAY, RM .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1980, 28 (01) :84-95
[7]   FINE COARSE VECTOR QUANTIZATION [J].
MOAYERI, N ;
NEUHOFF, DL ;
STARK, WE .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1991, 39 (07) :1503-1515
[8]   A FAST MEAN-DISTANCE-ORDERED PARTIAL CODEBOOK SEARCH ALGORITHM FOR IMAGE VECTOR QUANTIZATION [J].
RA, SW ;
KIM, JK .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-ANALOG AND DIGITAL SIGNAL PROCESSING, 1993, 40 (09) :576-579
[9]   FAST K-DIMENSIONAL TREE ALGORITHMS FOR NEAREST NEIGHBOR SEARCH WITH APPLICATION TO VECTOR QUANTIZATION ENCODING [J].
RAMASUBRAMANIAN, V ;
PALIWAL, KK .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1992, 40 (03) :518-531
[10]  
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