Video coding using 3-D anisotropic dual-tree wavelet transform

Jingyu Yang; Beibei Wang; Yao Wang; Wenli Xu

doi:10.1109/icme.2007.4284914

Video coding using 3-D anisotropic dual-tree wavelet transform

Jingyu Yang, Beibei Wang, Yao Wang, Wenli Xu

Electrical and Computer Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

This paper investigates the use of the anisotropic 3-D dual-tree discrete wavelet transform (DDWT) for video coding. The 3-D DDWT is an attractive video representation because it isolates image patterns with different spatial orientations and motion directions and speeds in separate subbands. Our previous codecs using the 3-D isotropic DDWT provides better performance than the 3-D SPIHT codec on the 3-D DWT. In this paper, we explore the use of anisotropic DDWT (AD-DWT) for video coding. The ADDWT extends the superiority of the normal DDWT with more directional subbands without adding to the redundancy. The proposed codec applies SPIHT to each of the ADDWT trees. This codec provides significantly better performance than the 3-D SPIHT codec using the standard DWT and the DDWT, both objectively and subjectively. None of these video codecs requires motion compensation.

Original language	English (US)
Title of host publication	Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007
Publisher	IEEE Computer Society
Pages	1371-1374
Number of pages	4
ISBN (Print)	1424410177, 9781424410170
DOIs	https://doi.org/10.1109/icme.2007.4284914
State	Published - 2007
Event	IEEE International Conference onMultimedia and Expo, ICME 2007 - Beijing, China Duration: Jul 2 2007 → Jul 5 2007

Publication series

Name	Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007

Other

Other	IEEE International Conference onMultimedia and Expo, ICME 2007
Country/Territory	China
City	Beijing
Period	7/2/07 → 7/5/07

ASJC Scopus subject areas

Computer Graphics and Computer-Aided Design
Software

Access to Document

10.1109/icme.2007.4284914

Cite this

Yang, J., Wang, B., Wang, Y., & Xu, W. (2007). Video coding using 3-D anisotropic dual-tree wavelet transform. In Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007 (pp. 1371-1374). Article 4284914 (Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007). IEEE Computer Society. https://doi.org/10.1109/icme.2007.4284914

Video coding using 3-D anisotropic dual-tree wavelet transform. / Yang, Jingyu; Wang, Beibei; Wang, Yao et al.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007. IEEE Computer Society, 2007. p. 1371-1374 4284914 (Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Yang, J, Wang, B, Wang, Y & Xu, W 2007, Video coding using 3-D anisotropic dual-tree wavelet transform. in Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007., 4284914, Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007, IEEE Computer Society, pp. 1371-1374, IEEE International Conference onMultimedia and Expo, ICME 2007, Beijing, China, 7/2/07. https://doi.org/10.1109/icme.2007.4284914

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N2 - This paper investigates the use of the anisotropic 3-D dual-tree discrete wavelet transform (DDWT) for video coding. The 3-D DDWT is an attractive video representation because it isolates image patterns with different spatial orientations and motion directions and speeds in separate subbands. Our previous codecs using the 3-D isotropic DDWT provides better performance than the 3-D SPIHT codec on the 3-D DWT. In this paper, we explore the use of anisotropic DDWT (AD-DWT) for video coding. The ADDWT extends the superiority of the normal DDWT with more directional subbands without adding to the redundancy. The proposed codec applies SPIHT to each of the ADDWT trees. This codec provides significantly better performance than the 3-D SPIHT codec using the standard DWT and the DDWT, both objectively and subjectively. None of these video codecs requires motion compensation.

AB - This paper investigates the use of the anisotropic 3-D dual-tree discrete wavelet transform (DDWT) for video coding. The 3-D DDWT is an attractive video representation because it isolates image patterns with different spatial orientations and motion directions and speeds in separate subbands. Our previous codecs using the 3-D isotropic DDWT provides better performance than the 3-D SPIHT codec on the 3-D DWT. In this paper, we explore the use of anisotropic DDWT (AD-DWT) for video coding. The ADDWT extends the superiority of the normal DDWT with more directional subbands without adding to the redundancy. The proposed codec applies SPIHT to each of the ADDWT trees. This codec provides significantly better performance than the 3-D SPIHT codec using the standard DWT and the DDWT, both objectively and subjectively. None of these video codecs requires motion compensation.

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Video coding using 3-D anisotropic dual-tree wavelet transform

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