TY - JOUR
T1 - Image coding using m-channel paraunitary filterbanks
T2 - Design with regularity and signal extension method
AU - Oka, Tomohiro
AU - Uto, Toshiyuki
AU - Ikehara, Masaaki
PY - 2005/7
Y1 - 2005/7
N2 - This paper proposes a signal extension method to realize image coding by M-channel paraunitary filter banks and a lattice configuration of the latter satisfying regularity. In the conversion code for finitely long signals such as images, nonextensional convolution is important for efficient coding without increasing the number of coded pixels. To this end, nonextensional convolution is realized in a general M-channel filter bank. Also, a signal extension method is proposed using singular value decomposition so that the extended signals are smooth. Next, in the M-channel paraunitary filter banks, a design method is proposed that is based on the lattice configuration satisfying the first-order regularity so that the DC leakage is prevented. Finally, the proposed method is applied to coding of various stationary images and the effectiveness of the method is demonstrated.
AB - This paper proposes a signal extension method to realize image coding by M-channel paraunitary filter banks and a lattice configuration of the latter satisfying regularity. In the conversion code for finitely long signals such as images, nonextensional convolution is important for efficient coding without increasing the number of coded pixels. To this end, nonextensional convolution is realized in a general M-channel filter bank. Also, a signal extension method is proposed using singular value decomposition so that the extended signals are smooth. Next, in the M-channel paraunitary filter banks, a design method is proposed that is based on the lattice configuration satisfying the first-order regularity so that the DC leakage is prevented. Finally, the proposed method is applied to coding of various stationary images and the effectiveness of the method is demonstrated.
KW - Image coding
KW - Lattice configuration
KW - M-channel paraunitary filter bank
KW - Nonextensional convolution
KW - Regularity
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U2 - 10.1002/ecjc.20134
DO - 10.1002/ecjc.20134
M3 - Article
AN - SCOPUS:17144413745
SN - 1042-0967
VL - 88
SP - 52
EP - 60
JO - Electronics and Communications in Japan, Part III: Fundamental Electronic Science (English translation of Denshi Tsushin Gakkai Ronbunshi)
JF - Electronics and Communications in Japan, Part III: Fundamental Electronic Science (English translation of Denshi Tsushin Gakkai Ronbunshi)
IS - 7
ER -