As computer vision algorithms become more complex for an increasing range of applications, high resolutions, and high frame rates, the transition from algorithm development to real-time implementation becomes critical. This presentation explores workflows in which MATLAB^® and Simulink^®, together with the new Vision HDL Toolbox™ facilitate this transition, reducing development times and costs as well as aiding verification.