Abstract: The present invention is directed to systems, articles, and computer-implemented methods for assessing effectiveness of communication content and optimizing content distribution to enhance business objectives. Embodiments of the present invention are directed to computer-implemented methods for a computer-implemented method, comprising conducting an experiment using experimental content to determine effectiveness of communication content and executing, while conducting the experiment, a machine learning routine (MLR) using MLR content to enhance an effectiveness metric.

Abstract: Systems and methods for optimizing properties of objects within a scene or achieve a visual goal.

Abstract: Systems and methods for using visual attention modeling techniques to evaluate a scene from multiple perspectives.

Abstract: Systems and methods for evaluating the robustness of objects within a scene or a scene itself.

Abstract: A software interface for designing backlights is disclosed. The software has three particular aspects, summarized briefly here. In one embodiment, a first aspect is “sharing” or “collaborating”, in which any users in a group can read and write annotated components, annotated designs and annotated results. In another embodiment, a second aspect is “metadata”, in which the software automatically analyzes the components, the design, and/or the results. In another embodiment, a third aspect is “workflow driven”, in which the software first provides a graphical user interface for selecting options, then the user selects one or more options, then the software provides a further graphical user interface for providing detail information, then the user provides detail information for a cavity and/or one or more backlight components.