Robust real-time visual tracking using a 2D-3D model-based approach

Éric Marchand, Patrick Bouthémy, François Chaumette, Valérie Moreau · 1999

We present an original method for tracking, in an image sequence, complex objects which can be approximately modeled by a polyhedral shape. The approach relies on the estimation of the 2D object image motion along with the computation of the 3D object pose. The proposed method fulfills real-time constraints along with reliability and robustness requirements. Real tracking experiments and results concerning a visual servoing positioning task are presented.

Read the paper · More papers on PaperTik