53 citations · 125 across the 5 of their papers we have counts for
5 papers
Cross-Domain Image Matching with Deep Feature Maps
Bailey Kong, James Supancic, Deva Ramanan +1
We investigate the problem of automatically determining what type of shoe left an impression found at a crime scene. This recognition problem is made difficult by the variability i…
Tracking as Online Decision-Making: Learning a Policy from Streaming Videos with Reinforcement Learning
James Steven Supancic, Deva Ramanan
We formulate tracking as an online decision-making process, where a tracking agent must follow an object despite ambiguous image frames and a limited computational budget. Cruciall…
Depth-based hand pose estimation: methods, data, and challenges
James Steven Supancic, Gregory Rogez, Yi Yang +2
Hand pose estimation has matured rapidly in recent years. The introduction of commodity depth sensors and a multitude of practical applications have spurred new advances. We provid…
3D Hand Pose Detection in Egocentric RGB-D Images
Gregory Rogez, James S. Supancic, Maryam Khademi +2
We focus on the task of everyday hand pose estimation from egocentric viewpoints. For this task, we show that depth sensors are particularly informative for extracting near-field i…
Egocentric Pose Recognition in Four Lines of Code
Gregory Rogez, James S. Supancic, Deva Ramanan
We tackle the problem of estimating the 3D pose of an individual's upper limbs (arms+hands) from a chest mounted depth-camera. Importantly, we consider pose estimation during every…