Title :
A DCT-based embedded image coder using wavelet structure of DCT for very low bit rate video codec
Author :
Jeong, Yeong-An ; Cheong, Cha-Keon
Author_Institution :
DSP Group, LG Corp. Inst. of Technol., Seoul, South Korea
fDate :
8/1/1998 12:00:00 AM
Abstract :
This paper presents an efficient DCT-based embedded image coder designed for I(intra)-frame coding in a very low bit rate video codec. Motivated by the recognition that a DCT (discrete cosine transform) on N×N blocks of an image can be viewed as a wavelet decomposition with a uniform N×N-subband decomposition, the proposed coder rearranges the DCT transformed image into a 2-level wavelet pyramid structure and makes use of improved embedded zerotree coding. The proposed rearrangement structure is quite well coupled with a embedded zerotree coding. The resulting DCT-based embedded image coder shows a better rate-distortion performance than conventional H.263 and MPEG4 as well as EZW-style coders. Also, the performance of the proposed new coder is comparable to that of state-of-art still image compression methods. In addition, the embedded feature of the proposed coder makes it possible to encode the I-frame at the exactly chosen bit rate
Keywords :
data compression; discrete cosine transforms; image coding; rate distortion theory; transform coding; trees (mathematics); video codecs; video coding; wavelet transforms; 2-level wavelet pyramid structure; DCT-based embedded image coder; EZW-style coder; H.263 coder; I-frame; MPEG4 coder; adaptive arithmetic coding; discrete cosine transform; embedded zerotree coding; entropy coding; intra-frame coding; rate-distortion performance; rearrangement structure; still image compression methods; transformed image; uniform subband decomposition; very low bit rate video codec; wavelet decomposition; wavelet structure; Bit rate; Design engineering; Discrete cosine transforms; Discrete wavelet transforms; Image coding; Image resolution; Rate-distortion; Telephony; Video codecs; Video coding;
Journal_Title :
Consumer Electronics, IEEE Transactions on