http://en.wikipedia.org/wiki/Compressed_sensing
The AMS article is pretty good: http://www.ams.org/happening-series/hap7-pixel.pdf
Basically, some new math results show how to combine a lot of 1-pixel sensor readings into a complete picture of something that would normally be done with a sensor array in a camera.