Dr. Gierad Laput | Apple
Potsdam 2017 - Kiwix
Description: Research and Development on Sensing and Algorithms for Human Computer Interaction.
ux (4565) hci (285) algorithms (253) motion capture (81) sensing (74) gestures (22)
I use human-driven data, usually derived from wearable or embedded sensor, and human movement modelling to design algorithms for endpoint prediction, gesture recognition, activity recognition, interaction prediction, and HCI modeling. For this, I utilize signal processing, machine learning, sensor fusion, and human movement modeling techniques.
In recent years, new sensing technologies have emerged for assessing human motion, interaction and behaviour. Human driven signals are challenging as they are unpredictable, complex, diverse and therefore hard to model.
How to validate a sensing technology, how to determine its accuracy and value? Each sensor has its limitations and artefacts and characterizing them is key for hindering their effects. How to setup cross functional efforts including hardware and design teams to highlight strengths and mitigate limitations?
Dr. Gierad Laput | Apple
Potsdam 2017 - Kiwix