Certain aspects of the technology disclosed herein integrate a camera with an electronic display. An electronic display includes several layers, such as a cover layer, a color filter layer, a display layer including light emitting diodes or organic light emitting diodes, a thin film transistor layer, etc. The camera can include a plurality of noncontiguous pixel regions disposed beneath the display layer and be configured to capture a plurality of images corresponding to the plurality of noncontiguous pixel regions. In some embodiments, the plurality of images can form a composite image with depth.