MOTION-COMPENSATED MULTIRESOLUTION TRANSMISSION OF HIGH-DEFINITION VIDEO

被引:31
作者
NAVEEN, T [1 ]
WOODS, JW [1 ]
机构
[1] RENSSELAER POLYTECH INST,CTR IMAGE PROC & RES,DEPT ECSE,TROY,NY 12180
基金
美国国家科学基金会;
关键词
D O I
10.1109/76.276170
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
Several methods to perform multiresolution transmission of HDTV through subband coding are compared. The first is simple intraframe encoding of the spatial subbands of the video. Here, we have used the subband decomposition for both hierarchical estimation of the motion as well as encoding of the compensated error function. We have used block matching for motion estimation on both 2-D lowpass and bandpass (QMF) pyramids. We found that the motion estimation On the lowpass QMF pyramid performs better than the motion estimation on the bandpass QMF pyramid. We achieved approximately the same quality reconstructed video with either backward or forward motion compensated schemes. For multiresolution transmission, by simulating on a test sequence, we have obtained a PSNR of 35 dB at the bit rate of 0.44 bits per pixel with adaptive PCM and at a bit rate of 0.53 bits per pixel with PCM. Such a result would require 0.75 bits per pixel for our intraframe scheme. The complexity of our motion compensated multiresolution coding scheme is comparable to that of a single resolution method.
引用
收藏
页码:29 / 41
页数:13
相关论文
共 20 条
[1]  
Bosveld F., 1992, Signal Processing: Image Communication, V4, P195, DOI 10.1016/0923-5965(92)90027-D
[2]   THE LAPLACIAN PYRAMID AS A COMPACT IMAGE CODE [J].
BURT, PJ ;
ADELSON, EH .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1983, 31 (04) :532-540
[3]   OPTIMUM QUANTIZER PERFORMANCE FOR A CLASS OF NON-GAUSSIAN MEMORYLESS SOURCES [J].
FARVARDIN, N ;
MODESTINO, JW .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1984, 30 (03) :485-497
[4]  
GERSHO A, 1992, VECTOR QUANTIZATION, P451
[5]   SUB-BAND CODING OF MONOCHROME AND COLOR IMAGES [J].
GHARAVI, H ;
TABATABAI, A .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1988, 35 (02) :207-214
[6]  
JEON JH, 1991, P SOC PHOTO-OPT INS, V1605, P954, DOI 10.1117/12.50247
[7]  
JOHNSTON JD, 1980, APR P IEEE INT C AC, P291
[8]  
JONES CB, 1981, IEEE T INFORM THEORY, V27, P280, DOI 10.1109/TIT.1981.1056356
[9]  
MAHESH B, 1989, 4 P SPIE C VIS COMM, V1199, P764
[10]   A THEORY FOR MULTIRESOLUTION SIGNAL DECOMPOSITION - THE WAVELET REPRESENTATION [J].
MALLAT, SG .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1989, 11 (07) :674-693