1. A computer-implemented method, comprising: capturing, using a first camera of an electronic device, first image data; capturing, using a second camera of the electronic device, second image data, a first field of view of the first camera at least partially overlapping a second field of view of the second camera; generating a stereoscopic image by combining a portion of the first image data and a portion of the second image data; generating a depth map based at least in part on information in the first image data and the second image data; capturing, using a third camera of the electronic device, third image data, the third camera having a higher resolution than each of the first camera and the second camera; selecting a portion of image characteristic information from the third image data based at least in part on the depth map; generating an enhanced stereoscopic image by applying the portion of the image characteristic information to the stereoscopic image, wherein the portion of the image characteristic information overlays a corresponding portion of the stereoscopic image to improve at least an image characteristic; and displaying the enhanced stereoscopic image.