Iterative Closest Point

Media & Interactive Simulations

Computerphile demonstrates how ICP aligns complex 3D meshes using iterative matching and SVD.

2D ICP Alignment Engine

OBSERVE SVD MATHEMATICS IN REAL-TIME
ITERATION
0
MEAN SQUARED ERROR
0.00
■ Target Cloud (Stationary)
■ Source Cloud (Moving)
Faint lines indicate nearest-neighbor matching pairs.
Access the code of this Basic Simulation

This advanced TrICP Engine demonstrates the Local Minima Trap and the effects of learning rate and outlier rejection on algorithmic convergence.

Access the code of this Diagnostic Engine