TY - JOUR
T1 - Channel coding performance of an adaptive DCT image coding in combination with m‐transform
AU - Yamane, Nobumoto
AU - Morikawa, Yoshitaka
AU - Hamada, Hiroshi
AU - Fukuda, Hideki
PY - 1994/9
Y1 - 1994/9
N2 - In the conventional adaptive discrete cosine transform (ADCT) using the fixed length code, it is known that the source coding performance can be improved greatly by the combined use of the M‐transform (MT). This method is called ADCT‐MT. The purpose of this paper is to evaluate the effect of the combined use of MT from the viewpoint of the channel coding performance. In the conventional ADCT, as well as in the scene adaptive coding (SAC) using the variable length code, the damage in the reconstructed image due to the channel error often is manifested as the local block distortion. In ADCT‐MT, the damage is diffused and distributed uniformly by the inverse MT over a large number of blocks, making the damage less noticeable. A subjective evaluation experiment is conducted (five‐step score) assuming the binary symmetrical channel. A simple error‐correcting code is applied to the coding data of the additional information and DCT dc component. When the bit‐error rate is 10−3, the average score is approximately 3.5 for ADCT and 1.2 for SAC, while it is above 4.5 in ADCT‐MT. Thus, in ADCT‐MT, the damage is little noticeable.
AB - In the conventional adaptive discrete cosine transform (ADCT) using the fixed length code, it is known that the source coding performance can be improved greatly by the combined use of the M‐transform (MT). This method is called ADCT‐MT. The purpose of this paper is to evaluate the effect of the combined use of MT from the viewpoint of the channel coding performance. In the conventional ADCT, as well as in the scene adaptive coding (SAC) using the variable length code, the damage in the reconstructed image due to the channel error often is manifested as the local block distortion. In ADCT‐MT, the damage is diffused and distributed uniformly by the inverse MT over a large number of blocks, making the damage less noticeable. A subjective evaluation experiment is conducted (five‐step score) assuming the binary symmetrical channel. A simple error‐correcting code is applied to the coding data of the additional information and DCT dc component. When the bit‐error rate is 10−3, the average score is approximately 3.5 for ADCT and 1.2 for SAC, while it is above 4.5 in ADCT‐MT. Thus, in ADCT‐MT, the damage is little noticeable.
KW - Image coding
KW - M‐transform
KW - channel coding
KW - discrete‐cosine transform
KW - source coding
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U2 - 10.1002/ecja.4410770905
DO - 10.1002/ecja.4410770905
M3 - Article
AN - SCOPUS:0028513231
SN - 8756-6621
VL - 77
SP - 52
EP - 62
JO - Electronics and Communications in Japan, Part I: Communications (English translation of Denshi Tsushin Gakkai Ronbunshi)
JF - Electronics and Communications in Japan, Part I: Communications (English translation of Denshi Tsushin Gakkai Ronbunshi)
IS - 9
ER -