Research Article

JPEG Lifting Algorithm Based on Adaptive Block Compressed Sensing

Table 5

PSNR and SSIM of the monarch restored image using JPEG and JPEG-ABCS under different noise intensities.

MethodConditionNoise − std = 5Noise − std = 10Noise − std = 20Noise − std = 50

JPEGbpp = 0.2532.14/0.945232.03/0.943231.05/0.930928.39/0.7677
bpp = 0.332.73/0.960132.45/0.957630.85/0.938728.27/0.7459
bpp = 0.433.69/0.972632.94/0.967130.84/0.937328.44/0.7820
JPEG-ABCSbpp = 0.2535.25/0.988133.39/0.978031.28/0.945129.26/0.8269
bpp = 0.336.48/0.992133.68/0.980331.46/0.948829.27/0.8245
bpp = 0.436.74/0.992533.82/0.980931.43/0.948829.31/0.8290