Research Article

High-Capacity Image Steganography Algorithm Based on Image Style Transfer

Table 1

Steganography capacity comparison.

AlgorithmSecret information sizeCover image sizeCapacity (bpp)

WOW [2]6554 bit128 × 1280.400
S-UNIWARD [1]6554 bit128 × 1280.400
Hidden [10]52 bit16 × 160.203
StegaStamp [39]100 bit400 × 4006.25 × 10−4
STNet [13]Arbitrary lengthArbitrary size0.06
SteganoGAN [40]W × H × 6 bitW × H × 36
Qin et al. [41]W × H × 6 bitW × H × 36
Rehman et al. [30]256 × 256 × 1256 × 256 × 38
Zhang et al. [31]256 × 256 × 1256 × 256 × 38
Baluja [9]256 × 256 × 3256 × 256 × 324
Ours256 × 256 × 1256 × 256 × 38