Abstract Scale-invariance is an open problem in many computer vision subfields. For example, object labels should remain constant across scales, yet model predictions diverge cases. This gets harder for tasks where the ground-truth change with presentation scale. In image quality assessment (IQA), down-sampling attenuates impairments, e.g., blurs or compression artifacts, which can positively a...

There are some scenarios where the images taken of low resolution and it is hard to judge features from them, resulting in need for enhancement. Super-resolution a technique produce high-resolution image lower-resolution image. The intention here develop system that enhances faces satellite by integrating these models providing an interface access this model. have been various ways achieving su...