Simon Morris, CEO at CogniVue, presents the "Challenges and Techniques in Low-Cost, Low-Power, Small Form Factor Vision Applications" tutorial within the "Using Tools, APIs and Design Techniques for Embedded Vision" technical session at the September 2012 Embedded Vision Summit. Morris discusses the multiple stages in the development of a smart rear-view camera application performing vision-based object detection and distance estimation. He covers the challenges and lessons learned  during algorithm, application and camera module development.