Generative Adversarial Network-Based Edge-Preserving Superresolution Reconstruction of Infrared Images

Figure 7

Comparison of the reconstructed results of images from the Itir_v1_0 validation set. The images in the first row are original images, those in the second row are the reconstruction results using the SRCNN method, those in the third row are the reconstruction results using the ESPCN method, those in the fourth row are the reconstruction results using the SRGAN method, those in the fifth row are the reconstruction results using the ESRGAN method, those in the sixth row are the reconstruction results using the ESRGAN+ method, and those in the last row are the reconstruction results using our proposed method.