Abstract: Techniques are provided for generation of synthetic 3-dimensional object image variations for training of recognition systems. An example system may include an image synthesizing circuit configured to synthesize a 3D image of the object (including color and depth image pairs) based on a 3D model. The system may also include a background scene generator circuit configured to generate a background for each of the rendered image variations. The system may further include an image pose adjustment circuit configured to adjust the orientation and translation of the object for each of the variations. The system may further include an illumination and visual effect adjustment circuit configured to adjust illumination of the object and the background for each of the variations, and to further adjust visual effects of the object and the background for each of the variations based on application of simulated camera parameters.

Abstract: Various systems and methods for real-time cascaded object recognition are described herein. A system for real-time cascaded object recognition comprises a processor; and a memory, including instructions, which when executed on the processor, cause the processor to perform the operations comprising: accessing image data at the system, the image data of an environment around the system, the image data is captured by a camera system; determining a set of regions in the image data, the set of regions including candidate objects; transmitting a subset of the image data corresponding to the set of regions to a remote server, the remote server to analyze the subset of the image data and detect an object in the subset of the image data; and receiving at the system from the remote server, an indication of the object detected in the subset of the image data.

Abstract: Systems and methods for combining three-dimensional tracking of a user's movements with a three-dimensional user interface display is described. A tracking module processes depth data of a user performing movements, for example, movements of the user's hands and fingers. The tracked movements are used to animate a representation of the hand and fingers, and the animated representation is displayed to the user using three-dimensional display. Also displayed are one or more virtual objects with which the user can interact. In some embodiments, the interaction of the user with the virtual objects controls an electronic device.

Abstract: Systems and methods for combining three-dimensional tracking of a user's movements with a three-dimensional user interface display is described. A tracking module processes depth data of a user performing movements, for example, movements of the user's hand and fingers. The tracked movements are used to animate a representation of the hand and fingers, and the animated representation is displayed to the user using a three-dimensional display. Also displayed are one or more virtual objects with which the user can interact. In some embodiments, the interaction of the user with the virtual objects controls an electronic device.

Abstract: Embodiments of systems and techniques for user interface (UI) control are disclosed herein. In some embodiments, a UI control system may determine locations of landmarks on a body of a user of a computing system, determine a pointer based at least in part on the landmark locations, and identify a UI element of an UI of the computing system based at least in part on the pointer. Other embodiments may be described and/or claimed.

Abstract: Embodiments of systems and techniques for user interface (UI) control are disclosed herein. In some embodiments, a UI control system may determine locations of landmarks on a body of a user of a computing system, determine a pointer based at least in part on the landmark locations, and identify a UI element of an UI of the computing system based at least in part on the pointer. Other embodiments may be described and/or claimed.

Abstract: A system and method for using multiple perceptual sensing technologies to capture information about a user's actions and for synergistically processing the information is described. Non-limiting examples of perceptual sensing technologies include gesture recognition using depth sensors, two-dimensional cameras, gaze detection, and/or speech recognition. The information captured about a user's gestures using one type of sensing technology is often not able to be captured with another type of technology. Thus, using multiple perceptual sensing technologies allows more information to be captured about the user's gestures. Further, by synergistically leveraging the information acquired using multiple perceptual sensing technologies, a more natural user interface can be created for a user to interact with an electronic device.

Abstract: A system and method for close range object tracking are described. Close range depth images of a user's hands and fingers are acquired using a depth sensor. Movements of the user's hands and fingers are identified and tracked. This information is used to permit the user to interact with a virtual object, such as an icon or other object displayed on a screen, or the screen itself.

Abstract: A system and method for combining depth images taken from multiple depth cameras into a composite image are described. The volume of space captured in the composite image is configurable in size and shape depending upon the number of depth cameras used and the shape of the cameras' imaging sensors. Tracking of movements of a person or object can be performed on the composite image. The tracked movements can subsequently be used by an interactive application.

Abstract: A system and method for implementing a remote controlled user interface using close range object tracking are described. Close range depth images of a user's hands and fingers or other objects are acquired using a depth sensor. Using depth image data obtained from the depth sensor, movements of the user's hands and fingers or other objects are identified and tracked. The tracking data is transmitted to an external control device, thus permitting the user to interact with an object displayed on a screen controlled by the external control device, through movements of the user's hands and fingers.

Abstract: Systems and methods for combining three-dimensional tracking of a user's movements with a three-dimensional user interface display is described. A tracking module processes depth data of a user performing movements, for example, movements of the user's hand and fingers. The tracked movements are used to animate a representation of the hand and fingers, and the animated representation is displayed to the user using a three-dimensional display. Also displayed are one or more virtual objects with which the user can interact. In some embodiments, the interaction of the user with the virtual objects controls an electronic device.

Abstract: A system and method for close range object tracking are described. Close range depth images of a user's hands and fingers or other objects are acquired using a depth sensor. Using depth image data obtained from the depth sensor, movements of the user's hands and fingers or other objects are identified and tracked, thus permitting the user to interact with an object displayed on a screen, by using the positions and movements of his hands and fingers or other objects.