Abstract: Restoring a high-quality image from a noisy version poses a significant challenge in computer vision, particularly in today’s context where high-resolution and large-sized images are ...

GRL provides a mechanism to efficiently and explicitly model image hierarchies in the global, regional, and local range for image restoration. To achieve that, we start by analyzing two important ...

For generalization, the gray image and ground truth are all in RGB format in colorization task. You can use our dataset type or implement your own. If you wish to continue training, specify the model ...

Abstract: This paper introduces a new method for IFS fractal image compression of bitmap images. The method is based on the bat algorithm, a powerful swarm intelligence method for optimization. This ...