This document describes curved image sensors capable of sensing light from a monocentric lens. This curved image sensor receives light focused at a curved focal surface and then provides electric signals from this curved image sensor to a planar computing chip, such as a CMOS chip. By so doing, the higher image quality, smaller size, and often smaller weight of monocentric lenses can be gained while using generally high-quality, low-cost planar chips.