Research Article

JPEG Lifting Algorithm Based on Adaptive Block Compressed Sensing

Table 3

Comparison experiments of different vectorization methods on image reconstruction performance using texture test images.

Verification methodVertical scanning2D scanningZigzag scanning
Test imageηr × cPSNR/SSIM


ASM condition = 4
0.332 × 8
16 × 16
8 × 32
30.92/0.7101
31.50/0.7620
31.39/0.7433
31.52/0.7461
32.04/0.7878
31.54/0.7439
32.43/0.8244
33.06/0.8407
32.55/0.8291
0.432 × 8
16 × 16
8 × 32
32.05/0.8195
32.53/0.8430
32.39/0.8377
32.51/0.8276
32.91/0.8497
32.27/0.8256
33.97/0.8846
34.01/0.8823
33.87/0.8851

ASM Condition = 3
0.332 × 8
16 × 16
8 × 32
28.47/0.8046
28.62/0.8179
28.53/0.8113
28.84/0.8715
29.01/0.8834
28.90/0.8740
29.14/0.9033
29.17/0.8967
29.25/0.9119
0.432 × 8
16 × 16
8 × 32
28.84/0.8659
29.04/0.8817
29.08/0.8941
29.44/0.9261
29.65/0.9329
29.34/0.9220
29.69/0.9365
29.74/0.9353
29.67/0.9354