An array camera may be formed from an array of lenses, an array of corresponding apertures, and an array of corresponding image sensors. The array of apertures may be configured so that some image sensors receive light through apertures of different size than other image sensors. Providing apertures of smaller size increases the F/# of an array camera and increases the depth-of-field in a captured image. The array of image sensors may include a near-infrared image sensor. Providing an image sensor array with a near-infrared image sensor may enhance depth information in captured images or increase night vision capabilities of an array camera. Combining an array of image sensors that includes a near-infrared sensor with an array of apertures having different aperture diameters may allow increased depth-of-field imaging, enhanced extraction of depth information from an image, improved night vision, enhanced image clarity or other improvements.