Artificial Intelligence
Pursuing computing advances to create intelligent machines that complement human reasoning to augment and enrich our experience and competencies.
Video
In-Air Gestures Around Unmodified Mobile Devices
In research led by ETH-Zurich, we present a novel machine learning based algorithm extending the interaction space around mobile devices. The technique uses only the RGB camera now commonplace on off-the-shelf mobile devices. Our algorithm…
Project
Fully Articulated Hand Tracking
We present a new real-time articulated hand tracker which can enable new possibilities for human-computer interaction (HCI). Our system accurately reconstructs complex hand poses across a variety of subjects using only a single depth camera.…
Video
Local Deep Kernel Learning for Efficient Non-linear SVM Prediction
The time taken by an algorithm to make predictions is of critical importance as machine learning transitions to becoming a service available on the cloud. Algorithms that are efficient at prediction can service more calls…
Publication
A Computational Network
Publication