Object detection from first person's view using exemplar SVMs
There are lots of other plenty of cool talks during this workshop including: action recognition from a first-person point of view, experience classification, as well as a study of the obtrusiveness of wearable computing platforms by some fellow MIT vision hackers.
The accuracy-obtrusiveness tradeoff for wearable vision platforms
You might be thinking, "What is egocentric vision?" but nothing explains it better than the following video from Google about its super exciting research project codename Project Glass. I'm really hoping Hartmut talks about this...
If you're looking for me, you know where I'll be tomorrow. Happy computing.