Monocular Expressive Body Regression through Body-Driven Attention

Understand

To understand how people look, interact, or perform tasks, we need to quickly and accurately capture their 3D body, face, and hands together from an RGB image.

• Most existing methods focus only on parts of the body.
• A few recent approaches reconstruct full expressive 3D humans from images using 3D body models that include the face and hands.
• These methods are optimization-based and thus slow, prone to local optima, and require 2D keypoints as input.