Context

The EgoMotion workshop focuses on in-the-wild egocentric full-body motion understanding from data captured by wearable devices. We address three major problems for full-body motion -- tracking, synthesis and action recognition. The scope combines several topics and sub-fields that have grown in importance over the last years, and aims to bring these fields together in a common forum. Towards egocentric full-body tracking, motion synthesis and action recognition, we will focus on, but not limited to, algorithms developed for the following inputs.

• Videos - from head-mounted cameras or external cameras.
• Non-visual body-worn sensors - inertial measurement units (IMUs), electromagnetic (EM) sensors, barometers, magnetometers, audio etc.
• Derived data - device trajectories, eye gazes, 3D environment reconstructions, semantic scene representation, text description, narration etc.

In addition to algorithms, the workshop will promote multiple recent datasets and associated challenges to accelerate research in this field.