Video coding without motion compensation using a 3-D dual-tree wavelet transform

Beibei Wang, Yao Wang, Ivan Selesnick, Anthony Vetro

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper explores the use of a recently introduced 3-D dual-tree discrete wavelet transform (DDWT) for video coding. The 3-D DDWT is an attractive video representation because it isolates motion along different directions in separate subbands. However, it is an overcomplete transform with 8:lor 4:1redundancy. Based on the effectiveness of the iterative projection-based noise shaping scheme proposed by Kingsbury on reducing the number of coefficients, and the investigation about the correlation between subbands at the same spatial/temporal location, both in the significance map and in actual coefficient values, a new video coding scheme using 3D DDWT is proposed. The proposed video codec does not require motion compensation and provides better performance than 3D SPIHT, both objectively and subjectively, despite the fact that the raw number of coefficients resulting from the 3-D DDWT is much more than that of the conventional 3-D DWT. The proposed coder allows full scalability in spatial, temporal and quality dimensions.

Original languageEnglish (US)
Title of host publicationPicture Coding Symposium 2004
Pages465-469
Number of pages5
StatePublished - 2004
EventPicture Coding Symposium 2004 - San Francisco, CA, United States
Duration: Dec 15 2004Dec 17 2004

Other

OtherPicture Coding Symposium 2004
CountryUnited States
CitySan Francisco, CA
Period12/15/0412/17/04

Fingerprint

Motion compensation
Discrete wavelet transforms
Image coding
Wavelet transforms
Scalability

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Wang, B., Wang, Y., Selesnick, I., & Vetro, A. (2004). Video coding without motion compensation using a 3-D dual-tree wavelet transform. In Picture Coding Symposium 2004 (pp. 465-469)

Video coding without motion compensation using a 3-D dual-tree wavelet transform. / Wang, Beibei; Wang, Yao; Selesnick, Ivan; Vetro, Anthony.

Picture Coding Symposium 2004. 2004. p. 465-469.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wang, B, Wang, Y, Selesnick, I & Vetro, A 2004, Video coding without motion compensation using a 3-D dual-tree wavelet transform. in Picture Coding Symposium 2004. pp. 465-469, Picture Coding Symposium 2004, San Francisco, CA, United States, 12/15/04.
Wang B, Wang Y, Selesnick I, Vetro A. Video coding without motion compensation using a 3-D dual-tree wavelet transform. In Picture Coding Symposium 2004. 2004. p. 465-469
Wang, Beibei ; Wang, Yao ; Selesnick, Ivan ; Vetro, Anthony. / Video coding without motion compensation using a 3-D dual-tree wavelet transform. Picture Coding Symposium 2004. 2004. pp. 465-469
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