2D Head Pose Estimation

Feb 1, 2012

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.

2D 3D Face Recognition Face Detection Head Pose Estimation 3D Camera Ellipse Computer Vision

Aleksandr Petiushko Александр Петюшко

Sr. Director, Head of AI 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). Hiring and transforming AI/ML teams. Inspired by theoretical computer science and how it changes the world.