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Combining Invariant Features and the ALV Homing Method for Autonomous Robot Navigation based on Panoramas

Tipo de Publicación:

Report

Origen:

(Submitted)

Resumen:

Biologically inspired homing methods, such
as the Average Landmark Vector, are an interesting
solution for local navigation due to its simplicity. However,
usually they require a modi cation of the environment
by placing arti cial landmarks in order to work reliably.
In this paper we combine the Average Landmark
Vector with invariant feature points automatically detected
in panoramic images to overcome this limitation.
The proposed approach has been evaluated rst in simulation
and, as promising results are found, also in two
data sets of panoramas from real world environments.

Proyectos: