Generalized lapped biorthogonal transforms using lifting steps

M. Kawada, M. Ikehara

    Research output: Contribution to journalConference articlepeer-review

    Abstract

    In this paper, a large class of lapped biorthogonal transforms using lifting steps(LLBT) is presented. The transform cofficients are parametarized as a basic matrix and a series of lifting steps, providing fast, efficient in-place computation of them. Our main motivation of the new transform is its application in image coding. The LLBT has several long overlapped basis functions of the synthesis bank for representing smooth signals to avoid annoying blocking artifacts. The bases of the synthesis bank covering high-frequency bands are constrained to be short to reduce ringing artifacts. Moreover, the analysis bandpass filters provide better stopband attenuation. Comparing to the popular 8×8 DCT,the LLBT only requires several more additions and shifting operations. However, image coding examples show that the LLBT is far superior to the DCT and 8×16 LOT in both objective and subjective coding performance.

    Original languageEnglish
    Pages (from-to)197-201
    Number of pages5
    JournalConference Record of the Asilomar Conference on Signals, Systems and Computers
    Volume1
    Publication statusPublished - 2000 Dec 1
    Event34th Asilomar Conference - Pacific Grove, CA, United States
    Duration: 2000 Oct 292000 Nov 1

    ASJC Scopus subject areas

    • Signal Processing
    • Computer Networks and Communications

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