SVD Geometry

Decompose a 2×2 matrix into rotations/reflection and singular-axis scaling.

About this tool

The dashed vectors are right singular directions V; the solid vectors are left directions U. Their lengths on the ellipse are the singular values σ₁ and σ₂. A negative determinant preserves the ellipse but reverses orientation.