A 360 degree camera system includes a support structure, a plurality of image capture devices, a plurality of lens systems, and an image processing system. The image capture devices are positioned such that their height is greater than their width. The image processing system includes a rotation module for remapping the pixel addresses of the image data to join the captured images along their long edges.