Research Article

[Retracted] Deep Image Watermarking to JPEG Compression Based on Mixed-Frequency Channel Attention

Table 1

Comparison with the SOTA. We realized the model opening source in [28], while directly using the results included as reported in [26, 27] under quality factor 50. However, SSIM is not reported in [26, 27], for which we empty these items. PSNR is measured for RGB channels, except in [26]; they use the Y channel of the YUV color space.

ModelHiDDeN [26]TSDL [27]MBRS [28]Ours

Image size
Message length30306464
Noise layerJPEG-MaskJPEGMixedMixed
PSNR30.0933.5136.4938.13
SSIM——0.91730.9472
BER15%22.3%0.0092%0.0078%