Sample Images

Here is the location of some sample images for the project.

HAAR WAVELET TRANSFORM: BPP = 3.22, MSE = 12.5









Embedded Zerotree Wavelet Transform Algorithm:

Test Image Lena and Reconstructions



PSNR = 16.3278, MSE = 1514.6	PSNR = 19.6591, MSE = 703.4
PSNR = 19.6160, MSE = 710.4	PSNR = 22.1522, MSE = 396.1
PSNR = 22.9992, MSE = 326.0	PSNR = 24.6821, MSE = 221.2
PSNR = 23.5538, MSE = 286.9	PSNR = 24.1155, MSE = 252.1
PSNR = 24.7615, MSE = 217.2	PSNR = 25.9646, MSE = 164.7
PSNR = 27.5707, MSE = 113.8	PSNR = 28.1206, MSE = 100.2
PSNR = 28.8603, MSE = 84.5	PSNR = 28.6933, MSE = 87.9
PSNR = 28.9648, MSE = 82.5	PSNR = 29.1826, MSE = 78.5
PSNR = 29.9256, MSE = 66.1	PSNR = 30.0395, MSE = 64.4
PSNR = 30.5384, MSE = 57.4437	PSNR = Infinity, MSE = Zero

Test Image Clown and Reconstructions



PSNR = 19.4061, MSE = 745.5375	PSNR = 18.8414, MSE = 849.0642
PSNR = 19.7583, MSE = 687.4654	PSNR = 19.7660, MSE = 686.2502
PSNR = 20.7123, MSE = 551.8914	PSNR = 22.0807, MSE = 402.7294
PSNR = 24.1242, MSE = 251.5732	PSNR = 23.1200, MSE = 317.0126
PSNR = 24.6912, MSE = 220.7790	PSNR = 25.5498, MSE = 181.1752
PSNR = 25.7374, MSE = 173.5154	PSNR = 26.3226, MSE = 151.6428
PSNR = 27.0643, MSE = 127.8364	PSNR = 27.0835, MSE = 127.2705
PSNR = 27.4142, MSE = 117.9406	PSNR = Infinity, MSE = Zero