Publication

Metric for performance evaluation of elliptic extended object tracking methods

The objective of extended object tracking is to simultaneously track a target object and estimate its shape. As a consequence, it becomes necessary to incorporate both location and shape errors in the performance assessment of extended object tracking methods. In this work, we highlight the difficulties of selecting a proper metric for this purpose and discuss currently used metrics from literature. Furthermore, we suggest the Gaussian Wasserstein metric for comparing elliptic shapes and illustrate its advantages.

Author(s)
Shishan Yang, Marcus Baum, Karl Granström
Research area
Systems for accident prevention and AD
Publication type
Conference paper
Published in
IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems p. 523-528. (2016)
Year of publication
2016