Paper ID: 2411.06695

METRIC: a complete methodology for performances evaluation of automatic target Detection, Recognition and Tracking algorithms in infrared imagery

Jérôme Gilles, Stéphane Landeau, Tristan Dagobert, Philippe Chevalier, Eric Stiée, Damien Diaz, Jean-Luc Maillart

In this communication, we deal with the question of automatic target detection, recognition and tracking (ATD/R/T) algorithms performance assessment. We propose a complete methodology of evaluation which approaches objective image datasets development and adapted metrics definition for the different tasks (detection, recognition and tracking). We present some performance results which are currently processed in a French-MoD program called 2ACI (``Acquisition Automatique de Cibles par Imagerie``).

Submitted: Nov 11, 2024