2D Head Pose Estimation

Image credit: https://www.youtube.com

Due to the simple nature of the algorithm, head pose estimation works adequately only in XY plane.

Left pic - original film, right pic - human body only extracted from the previous one.

Red rectangle - head area, blue ellipse - head approximation, green line - head main direction in XY plane.

Done while working at LSI.

Aleksandr Petiushko Александр Петюшко
Aleksandr Petiushko Александр Петюшко
Director, Head of ML Research / Adjunct Professor / PhD

Principal R&D Researcher (15+ years of experience), R&D Technical Leader (10+ years of experience), and R&D Manager (8+ years of experience). Running and managing industrial research and academic collaboration (35+ publications, 30+ patents). Inspired by theoretical computer science and how it changes the world.