Research Article

Combining Fractal Coding and Orthogonal Linear Transforms

Table 2

Comparison among Duh's approach and several LT-based feature vectors on the Lena image 256 × 256 for a compression ratio fixed at 18.28 without residual information coding (first two columns) and with residual information coding (last two columns).

MethodWithout residual codingWith residual coding
TimePSNRTimePSNR

Full search437.94 sec28.90 dB
Duh144.55 sec28.40 dB
Saupe2.87 sec27.10 dB4.54 sec27.90 dB
PIFS-LFT2.65 sec25.80 dB3.80 sec26.10 dB
PIFS-LTD2.81 sec27.90 dB4.10 sec28.10 dB
PIFS-LTH2.98 sec27.80 dB4.01 sec28.02 dB