A novel image coding scheme by using two-channel complex-valued filter banks

Seisuke Kyochi, Yuichi Tanaka, Masaaki Ikehara

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

Abstract

A novel image coding scheme by using two-channel complexvalued filter banks (CFBs) is proposed in this paper. Up to now, most of the image coding schemes have used real-valued filter banks (RFBs). In other words, there are no efficient image coding framework using CFBs since the amount of samples transformed by CFBs is twice as much as that of RFBs. However, CFBs are expected to have better frequency characteristics than RFBs, since CFBs have more design parameters than that of RFBs. Thus, if the problem is solved, CFBs could be efficient for image coding. In this paper, a new algorithm which can preserve the amount of information when CFBs are applied to image coding is introduced. It is shown that the proposed image coding scheme using CFBs is superior to conventional real-valued wavelet-based image coding.

Original languageEnglish
Title of host publicationEuropean Signal Processing Conference
Pages658-662
Number of pages5
Publication statusPublished - 2007
Event15th European Signal Processing Conference, EUSIPCO 2007 - Poznan, Poland
Duration: 2007 Sep 32007 Sep 7

Other

Other15th European Signal Processing Conference, EUSIPCO 2007
CountryPoland
CityPoznan
Period07/9/307/9/7

Fingerprint

Filter banks
Image coding

ASJC Scopus subject areas

  • Signal Processing
  • Electrical and Electronic Engineering

Cite this

Kyochi, S., Tanaka, Y., & Ikehara, M. (2007). A novel image coding scheme by using two-channel complex-valued filter banks. In European Signal Processing Conference (pp. 658-662)

A novel image coding scheme by using two-channel complex-valued filter banks. / Kyochi, Seisuke; Tanaka, Yuichi; Ikehara, Masaaki.

European Signal Processing Conference. 2007. p. 658-662.

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

Kyochi, S, Tanaka, Y & Ikehara, M 2007, A novel image coding scheme by using two-channel complex-valued filter banks. in European Signal Processing Conference. pp. 658-662, 15th European Signal Processing Conference, EUSIPCO 2007, Poznan, Poland, 07/9/3.
Kyochi S, Tanaka Y, Ikehara M. A novel image coding scheme by using two-channel complex-valued filter banks. In European Signal Processing Conference. 2007. p. 658-662
Kyochi, Seisuke ; Tanaka, Yuichi ; Ikehara, Masaaki. / A novel image coding scheme by using two-channel complex-valued filter banks. European Signal Processing Conference. 2007. pp. 658-662
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