AI and 3D Imaging in Crime Investigation and Law Enforcement.
Crime scene investigations are critical for dismantling high-risk criminal networks but often suffer from inefficiencies, high costs, and limited precision using traditional methods. This study introduces an AI-aided 3D imaging system to address these challenges by delivering rapid, cost-effective, and high-quality reconstructions of crime scenes. The system leverages affordable camera equipment, AI-driven pose estimation, and advanced 3D reconstruction algorithms to create detailed virtual crime scenes accessible across devices such as laptops, smartphones, and VR headsets. <br/><br/>The methodology involved testing the system in controlled and simulated crime scene environments to evaluate its performance in terms of speed, cost-effectiveness, and reconstruction quality. Results demonstrate that the system can reconstruct a scene within 15 minutes of filming, with complete processing in under an hour. The high-definition 3D models significantly enhance the clarity and usability of crime scene data, providing a comprehensive overview that aids investigative decision-making. <br/><br/>This technology presents transformative potential for law enforcement, particularly in tackling complex criminal networks. Its scalability also makes it a valuable tool for education and digitalization efforts. Future research will focus on real-world deployments and integrating additional investigative capabilities.
Authors
- Genchev Evgeni
- Jaap Knotter
- Sierd Waanders
- Kars Waanders
- Dimitar; id_orcid 0009-0005-8511-1555 Rangelov
Institutions
- Saxion (NL)
- Politieacademie (NL)
- Medical Technologies (Czechia) (CZ)
Publication Details
- Journal
- University of Twente Research Information
- Published
- 2025-03-25
- Primary Topic
- Autopsy Techniques and Outcomes
- Type
- article
- Field-Weighted Citation Impact
- 0.00