Research Article

HRNet Encoder and Dual-Branch Decoder Framework-Based Scene Text Recognition Model

Table 3

PSNR results of restored images by Trans Conv2D and bilinear interpolation (dB).

 Bilinear interpolationTrans Conv2DImproved

IIIT5k27.5730.88+3.31
SVT31.9336.05+4.12
IC0327.7931.68+3.89
IC1327.8232.06+4.24
IC1533.0838.11+5.03
SVTP32.7637.86+5.10
CUTE8024.9828.39+3.41