IMAGE COMPRESSION USING VQ-BTC

被引:28
作者
MOHAMED, SA [1 ]
FAHMY, MM [1 ]
机构
[1] KING FAHD UNIV PETR & MINERALS,DEPT ELECT ENGN,DHAHRAN 31261,SAUDI ARABIA
关键词
D O I
10.1109/26.392959
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
Vector quantization (VQ) and block truncation coding (BTC) are successful image compression techniques, However, 31 a reproduced image using VQ or BTC suffers from edge degradation. In this paper, a new technique that combines the advantages of both VQ and BTC to combat this degradation is presented and will be referred to as VQ-BTC. In VQ-BTC, a low-detail block is encoded using VQ. For a high-detail block, a modification of BTC is used to determine the locations of the relatively lighter and relatively darker pixels inside the block and VQ is then used to encode each, VQ-BTC provides improved edge reproduction and much lower bit rates than those obtained by BTC.
引用
收藏
页码:2177 / 2182
页数:6
相关论文
共 8 条
[1]   IMAGE COMPRESSION USING BLOCK TRUNCATION CODING [J].
DELP, EJ ;
MITCHELL, OR .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1979, 27 (09) :1335-1342
[2]  
Gray R. M., 1984, IEEE ASSP Magazine, V1, P4, DOI 10.1109/MASSP.1984.1162229
[3]   IMAGE COMPRESSION BY VARIABLE BLOCK TRUNCATION CODING WITH OPTIMAL THRESHOLD [J].
KAMEL, M ;
SUN, CT ;
GUAN, L .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1991, 39 (01) :208-212
[4]  
KIM DS, 1991, IEEE T COMMUN, V39, P549, DOI 10.1109/26.81743
[5]   ALGORITHM FOR VECTOR QUANTIZER DESIGN [J].
LINDE, Y ;
BUZO, A ;
GRAY, RM .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1980, 28 (01) :84-95
[6]   ADAPTIVE COMPRESSION CODING [J].
NASIOPOULOS, P ;
WARD, RK ;
MORSE, DJ .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1991, 39 (08) :1245-1254
[7]   CLASSIFIED VECTOR QUANTIZATION OF IMAGES [J].
RAMAMURTHI, B ;
GERSHO, A .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1986, 34 (11) :1105-1115
[8]   BTC-VQ-DCT HYBRID CODING OF DIGITAL IMAGES [J].
WU, YY ;
COLL, DC .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1991, 39 (09) :1283-1287