Practical Approach for Processing and Fusion of Multimodal Data for Reconnaissance

Refiz Duro (Autor:in und Vortragende:r), Axel Weißenfeld, Christoph Singewald, Medina Andresel, Drazen Ignjatovic, Veronika Siska

Publikation: Beitrag in Buch oder TagungsbandVortrag mit Beitrag in TagungsbandBegutachtung

Abstract

Processing and fusion of multimodal reconnaissance data is critical in the context of intelligence gathering and decision support. We examine the implementation of a suitable architecture and demonstrate the processing and data fusion by exploiting AI-based transcription, translation and Large Language Models information extraction components using audio and text data. We likewise highlight the potential benefits and challenges of integrating them in intelligence workflows. A possible categorisation of components for data processing and fusion according to their practical role is provided.
OriginalspracheEnglisch
TitelTechnology for Defense and Security Proceedings
Seiten40-45
PublikationsstatusVeröffentlicht - Nov. 2024
Veranstaltung2024 IEEE International Workshop on Technologies for Defense and Security (TechDefense): Special Session #05: Novel Sensing for Intelligence, Surveillance and Reconnaissance (ISR) - Naples, Italien
Dauer: 11 Nov. 202413 Nov. 2024
https://www.techdefense.org

Workshop

Workshop2024 IEEE International Workshop on Technologies for Defense and Security (TechDefense)
KurztitelTecDefense
Land/GebietItalien
StadtNaples
Zeitraum11/11/2413/11/24
Internetadresse

Research Field

  • Sustainable & Resilient Society
  • Multimodal Analytics

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