Efficient Egocentric Visual Perception Combining Eye-tracking, a Software Retina and Deep Learning

Nina Hristozova, Piotr Ozimek, Jan Paul Siebert

We present ongoing work to harness biological approaches to achieving highly efficient egocentric perception by combining the space-variant imaging architecture of the mammalian re…