Color quantization of compressed video sequences

被引:3
作者
Cheung, WF [1 ]
Chan, YH [1 ]
机构
[1] Hong Kong Polytech Univ, Dept Elect & Informat Engn, Ctr Multimedia Signal Proc, Hong Kong, Hong Kong, Peoples R China
关键词
color display; color palette; color quantization; compressed domain video processing; compressed video; cumulative color histogram; DC sequence; MPEG;
D O I
10.1109/TCSVT.2003.809831
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
This paper presents a novel color quantization algorithm for compressed video data. The proposed algorithm extracts discrete cosine (DC) transform coefficients and motion vectors of blocks in a shot to estimate a cumulative color histogram of the shot and, based on the estimated histogram, design a color palette for displaying the video sequence in the shot. It significantly reduces the complexity of the generation of a palette by effectively reducing the number of training vectors used in training a palette without sacrificing the quality. The palette obtained can provide a good display quality even if zooming and panning exist in a shot. The experimental results show that the proposed method can achieve a significant signal-to-noise ratio improvement as compared with conventional video color-quantization schemes when zooming and panning are encountered in a shot.
引用
收藏
页码:270 / 276
页数:7
相关论文
共 8 条
[1]  
Gervautz M., 1990, Graphics Gems, P287, DOI [10.1016/B978-0-08-050753-8.50061-9, DOI 10.1016/B978-0-08-050753-8.50061-9]
[2]  
Heckbert P., 1982, Computer Graphics, V16, P297, DOI 10.1145/965145.801294
[3]  
*ISO IEC, 1993, 111722 ISOIEC
[4]   ALGORITHM FOR VECTOR QUANTIZER DESIGN [J].
LINDE, Y ;
BUZO, A ;
GRAY, RM .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1980, 28 (01) :84-95
[5]   COLOR QUANTIZATION OF IMAGES [J].
ORCHARD, MT ;
BOUMAN, CA .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1991, 39 (12) :2677-2690
[6]   Limited color display for compressed image and video [J].
Pei, SC ;
Cheng, CM ;
Ho, LF .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2000, 10 (06) :913-922
[7]   AN ALGORITHM FOR MULTIDIMENSIONAL DATA CLUSTERING [J].
WAN, SJ ;
WONG, SKM ;
PRUSINKIEWICZ, P .
ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE, 1988, 14 (02) :153-162
[8]   Rapid scene analysis on compressed video [J].
Yeo, BL ;
Liu, B .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1995, 5 (06) :533-544