Since 2020, aggregated from related topics
Resolution enhancement is a research area in image processing and computer vision focused on improving the quality of low-resolution images or videos. This can involve techniques such as super-resolution, where multiple low-resolution images are combined to create a higher resolution image, or the use of algorithms to predict high-frequency details in an image based on surrounding information. Resolution enhancement is important in applications such as surveillance, medical imaging, and satellite imaging where clear and detailed images are essential for accurate analysis and decision-making.