The Case for Context-Aware Compression
The proliferation of pictures and videos in the Internet is imposing heavy demands on mobile data networks. This demand is expected to grow rapidly and a one-fit-all solution is unforeseeable. While researchers are approaching the problem from different directions, the authors identify a human-centric opportunity to reduce content size. The intuition is that humans exhibit unequal interest towards different parts of content, and parts that are less important may be traded off for price/performance benefits. For instance, a picture with the Statue of Liberty against a blue sky may be partitioned into two categories - the semantically important statue, and the less important blue sky.