Neural network compression and resolution enhancement artifacts: a brave new world

Sales of 4K TVs are increasing rapidly. 8K TVs are no longer exotic. The resolution of flagship smartphones has confidently crossed 2K, and tablets have crossed 4K. Such devices will soon require appropriate content. But where to get it? 

Fortunately, Super-Resolution algorithms are being actively developed in parallel. A team led by the speaker has created three public benchmarks of Super-Resolution methods. The talk will consider the problems encountered in answering the question, "Which SR is better?"