METRIC: a complete methodology for performances evaluation of automatic target Detection, Recognition and Tracking algorithms in infrared imagery
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arXiv
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| Autori principali: | , , , , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2024
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| Soggetti: | |
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| _version_ | 1866912113399693312 |
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| author | Gilles, Jérôme Landeau, Stéphane Dagobert, Tristan Chevalier, Philippe Stiée, Eric Diaz, Damien Maillart, Jean-Luc |
| author_facet | Gilles, Jérôme Landeau, Stéphane Dagobert, Tristan Chevalier, Philippe Stiée, Eric Diaz, Damien Maillart, Jean-Luc |
| contents | 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``). |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2411_06695 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | METRIC: a complete methodology for performances evaluation of automatic target Detection, Recognition and Tracking algorithms in infrared imagery Gilles, Jérôme Landeau, Stéphane Dagobert, Tristan Chevalier, Philippe Stiée, Eric Diaz, Damien Maillart, Jean-Luc Image and Video Processing Computer Vision and Pattern Recognition 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``). |
| title | METRIC: a complete methodology for performances evaluation of automatic target Detection, Recognition and Tracking algorithms in infrared imagery |
| topic | Image and Video Processing Computer Vision and Pattern Recognition |
| url | https://arxiv.org/abs/2411.06695 |