Golnaz Ghiasi, Charless Fowlkes
arXiv:, 2015, abs/1506.08347.
A large precentage of the images and video that exists today - from personal photo collections to webcams to online images - contain people. We are working on automated methods for analyzing people from such data. Such methods have a variety of applications from pedestrian detection for autonomous vehicles to surveillance-based security to motion capture for computer graphics & interaction. We are also interested in higher-level activity models that can capture human actions and behavior.