This video demonstrates the implementation of an algorithm in the paper "Dominant Orientation Templates for Real-Time Detection of Texture-Less Objects", published in CVPR2010, on the iOS platform. The original algorithm is accelerated by GPU programming using GLSL ES for real-time performance on smartphones.