Supposedly Helm.ai is using compressed sensing in some way for self-driving car vision. According to an article/interview I saw.

The way it was mentioned made it sound like the compression could be very smart somehow in terms of useful feature extraction. Although I was probably just reading too much into a fluff-piece. Maybe they are just using it to make it easier to get real-time processing (via normal deep learning techniques).