Communication Dans Un Congrès Année : 2024

A dataset to test AI on forensic scenes

Résumé

The aim of this article is to describe a dataset derived from crime scenes or fictitious accidents that can be used for artificial intelligence processing. The steps involved in setting up these forensic scenes, the data acquisition chain, classification and formatting will be described, as well as the first tests carried out in artificial intelligence. The first data formatting operations will be carried out so that they can be integrated into machine learning and deep learning solutions; in particular the deep learning solution SuperPointTransformer (Robert et al., 2023). The difficulties linked to this type of work and the benefits of using artificial intelligence for forensic scenes will also be presented.

Fichier principal
Vignette du fichier
isprs-archives-XLVIII-2-W8-2024-117-2024.pdf (2.76 Mo) Télécharger le fichier
Origine Fichiers éditeurs autorisés sur une archive ouverte
Licence

Dates et versions

hal-04988869 , version 1 (13-03-2025)

Licence

Identifiants

Citer

Hervé Daudigny, Pierre Grussenmeyer. A dataset to test AI on forensic scenes. 8th International ISPRS Workshop LowCost 3D - Sensors, Algorithms, Applications, Dec 2024, Brescia, Italy. pp.117 - 123, ⟨10.5194/isprs-archives-xlviii-2-w8-2024-117-2024⟩. ⟨hal-04988869⟩
109 Consultations
316 Téléchargements

Altmetric

Partager

  • More