Abstract: Free space machine interface and control can be facilitated by predictive entities useful in interpreting a control object's position and/or motion (including objects having one or more articulating members, i.e., humans and/or animals and/or machines). Predictive entities can be driven using motion information captured using image information or the equivalents. Predictive information can be improved applying techniques for correlating with information from observations.

Abstract: The disclosed technology automatically (e.g., programmatically) initializes predictive information for tracking a complex control object (e.g., hand, hand and tool combination, robot end effector) based upon information about characteristics of the object determined from sets of collected observed information. Automated initialization techniques obviate the need for special and often bizarre start-up rituals (place your hands on the screen at the places indicated during a full moon, and so forth) required by conventional techniques. In implementations, systems can refine initial predictive information to reflect an observed condition based on comparison of the observed with an analysis of sets of collected observed information.

Abstract: Disclosed are a system and a device including a motion capture device and an input device, hereafter referred to as a stylus, which has additional functionality. The motion capture device detects the motion of the stylus and the detected motion is used as an input to a computer system. The system is able to differentiate identical movements of a stylus as different inputs by varying a detectable property of the stylus. The stylus may exhibit a variable reflective property that is detectable by the motion capture device. The variable reflective property gives the stylus additional functionality with an extended vocabulary. The extended vocabulary includes supplemental information and/or instructions detected by the motion capture device.

Abstract: Disclosed are a system and a device including a motion capture device and an input device, hereafter referred to as a stylus, which has additional functionality. The motion capture device detects the motion of the stylus and the detected motion is used as an input to a computer system. The system is able to differentiate identical movements of a stylus as different inputs by varying a detectable property of the stylus. The stylus may exhibit a variable reflective property that is detectable by the motion capture device. The variable reflective property gives the stylus additional functionality with an extended vocabulary. The extended vocabulary includes supplemental information and/or instructions detected by the motion capture device.