Stereo image compression using wavelet coefficients morphology

被引:33
作者
Ellinas, JN [1 ]
Sangriotis, MS [1 ]
机构
[1] Univ Athens, Dept Informat & Telecommun, Athens 15784, Greece
关键词
stereo image compression; wavelet transform; morphology; disparity;
D O I
10.1016/j.imavis.2003.09.017
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we propose a new stereo image compression scheme that is based on the wavelet transform of both images and the disparity estimation between the stereo pair subbands. The two images are decomposed by using a Discrete Wavelet Transform (DWT) and coded by employing the morphological representation of the wavelet coefficients, which is a technique that exploits the intraband-interband statistical properties of them. The progressive pixel-to-pixel evaluation of the disparity has been incorporated to the morphological coder so that a dense disparity field to be formed for every subband. The proposed method demonstrates very good performance as far as PSNR measures and visual quality are concerned and low complexity. (C) 2003 Elsevier B.V. All rights reserved.
引用
收藏
页码:281 / 290
页数:10
相关论文
共 22 条
[1]   Image coding using wavelet transform [J].
Antonini, Marc ;
Barlaud, Michel ;
Mathieu, Pierre ;
Daubechies, Ingrid .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1992, 1 (02) :205-220
[2]   Stereo image coding: A projection approach [J].
Aydinoglu, H ;
Hayes, MH .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1998, 7 (04) :506-516
[3]   A family of wavelet-based stereo image coders [J].
Boulgouris, NV ;
Strintzis, MG .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2002, 12 (10) :898-903
[4]  
BOULGOURIS NV, 2000, ICIP, V3, P640
[5]   Significance-linked connected component analysis for wavelet image coding [J].
Chai, BB ;
Vass, J ;
Zhuang, XH .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1999, 8 (06) :774-784
[6]   Residual image coding for stereo image compression [J].
Frajka, T ;
Zeger, K .
OPTICAL ENGINEERING, 2003, 42 (01) :182-189
[7]  
Frajka Tamas, 2002, ICIP
[8]   A hybrid scheme for low bit-rate coding of stereo images [J].
Jiang, JM ;
Edirisinghe, EA .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2002, 11 (02) :123-134
[9]  
LUCAS B, 1981, P INT JOINT C ART IN, V1, P674
[10]  
LUKACS ME, 1986, P IEEE ICASSP 86, P521