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Panoramic images, 2D feature-based and change detection methods for the documentation of contaminated crime scenes

D. Abate, I. Toschi, C. Sturdy-Colls, F. Remondino

Research output: Contribution to journalConference articlepeer-review

Abstract

This paper aims to propose and validate a methodology which can support forensic technicians while documenting a crime scene, after a contamination event (either accidental or deliberate) has changed its original appearance. Indeed, investigators need fast and automated tools to detect changes that occurred at a scene over time, and solutions to this problem are still an open issue. The contribution of the paper for addressing this need is twofold. First, a new methodology is introduced, that exploits panoramic images acquired with the Ricoh Theta SC camera, and 2D feature-based methods. The core idea is that SIFT features inherently contain scene information and, thanks to their good stability and invariance, can be exploited to detect possible changes that occurred at a scene surveyed with multi-temporal images. Second, in order to evaluate the performance of the proposed methodology, a reference approach is applied, based on state-of-the-art change detection algorithms (MAF/MAD), originally developed for remote sensing applications. Both methods are tested by simulating a typical crime scene, and a contamination event at the Crime Scene House (UK).
Original languageEnglish
Number of pages8
JournalInternational Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives
Volume42
Issue number2
Early online date30 May 2018
DOIs
Publication statusPublished - 30 May 2018
Externally publishedYes
Event2018 ISPRS TC II Mid-term Symposium: "Towards Photogrammetry 2020" - Riva del Garda, Italy
Duration: 4 Jun 20187 Jun 2018
https://isprs-archives.copernicus.org/articles/XLII-2/index.html

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 16 - Peace, Justice and Strong Institutions
    SDG 16 Peace, Justice and Strong Institutions

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