Optical Gaze Tracking with Spatially-Sparse Single-Pixel Detectors

Gaze tracking is an essential component of next generation displays for virtual reality and augmented reality applications. Traditional camera-based gaze trackers used in next generation displays are known to be lacking in one or multiple of the following metrics: power consumption, cost, computational complexity, estimation accuracy, latency, and form-factor. We propose the use of discrete photodiodes and light-emitting diodes (LEDs) as an alternative to traditional camera-based gaze tracking approaches while taking all of these metrics into consideration. We begin by developing a rendering-based simulation framework for understanding the relationship between light sources and a virtual model eyeball. Findings from this framework are used for the placement of LEDs and photodiodes. Our first prototype uses a neural network to obtain an average error rate of 2.67{\deg} at 400Hz while demanding only 16mW. By simplifying the implementation to using only LEDs, duplexed as light transceivers, and more minimal machine learning model, namely a light-weight supervised Gaussian process regression algorithm, we show that our second prototype is capable of an average error rate of 1.57{\deg} at 250 Hz using 800 mW.Comment: 10 pages, 8 figures, published in IEEE International Symposium on Mixed and Augmented Reality (ISMAR) 202

Realization Of A Spatial Augmented Reality System - A Digital Whiteboard Using a Kinect Sensor and a PC Projector

Recent rapid development of cost-effective, accurate digital imaging sensors, high-speed computational hardware, and tractable design software has given rise to the growing field of augmented reality in the computer vision realm. The system design of a 'Digital Whiteboard' system is presented with the intention of realizing a practical, cost-effective and publicly available spatial augmented reality system. A Microsoft Kinect sensor and a PC projector coupled with a desktop computer form a type of spatial augmented reality system that creates a projection based graphical user interface that can turn any wall or planar surface into a 'Digital Whiteboard'. The system supports two kinds of user inputs consisting of depth and infra-red information. An infra-red collimated light source, like that of a laser pointer pen, serves as a stylus for user input. The user can point and shine the infra-red stylus on the selected planar region and the reflection of the infra-red light source is registered by the system using the infra-red camera of the Kinect. Using the geometric transformation between the Kinect and the projector, obtained with system calibration, the projector displays contours corresponding to the movement of the stylus on the 'Digital Whiteboard' region, according to a smooth curve fitting algorithm. The described projector-based spatial augmented reality system provides new unique possibilities for user interaction with digital content

Beaming Displays: Towards Displayless Augmented Reality Near-eye Displays

Augmented Reality (AR) near-eye displays promise new human-computer interactions that can positively impact people’s lives. However, the current generation of AR near-eye displays fails to provide ergonomic solutions that counter design trade-offs such as form factor, weight, computational requirements, and battery life. Unfortunately, these design trade-offs are significant obstacles on the path towards an all-day usable near-eye display. We argue that a new way of designing AR near-eye displays that remove active components from a near-eye display could be a key to solving trade-off related issues. We propose the beaming display,1 a new near-eye display system that uses a projector and an all passive wearable headset. In our proposal, we project images from a distance to a passive wearable near-eye display as we track the location of that near-eye display. This presentation will present the latest version of our prototype while we discuss the potential future directions for beaming displays

Tangible user interfaces : past, present and future directions

In the last two decades, Tangible User Interfaces (TUIs) have emerged as a new interface type that interlinks the digital and physical worlds. Drawing upon users' knowledge and skills of interaction with the real non-digital world, TUIs show a potential to enhance the way in which people interact with and leverage digital information. However, TUI research is still in its infancy and extensive research is required in or- der to fully understand the implications of tangible user interfaces, to develop technologies that further bridge the digital and the physical, and to guide TUI design with empirical knowledge. This paper examines the existing body of work on Tangible User In- terfaces. We start by sketching the history of tangible user interfaces, examining the intellectual origins of this field. We then present TUIs in a broader context, survey application domains, and review frame- works and taxonomies. We also discuss conceptual foundations of TUIs including perspectives from cognitive sciences, phycology, and philoso- phy. Methods and technologies for designing, building, and evaluating TUIs are also addressed. Finally, we discuss the strengths and limita- tions of TUIs and chart directions for future research