© 2018 IEEE. Walking through any trade show or expo of 2018 it becomes obvious that 3D scanners have become the latest available in an arsenal of new technology being offered at an industrial level. Multiple technologies are implemented to achieve the task of 3D imaging from the real world. This paper focuses specifically on stereo vision sensing. A review of existing stereo vision systems is provided, their challenges and proposed solutions are outlined.