An evaluation framework for benchmarking indoor modelling methods

K. Khoshelham, H. Tran, L. Díaz-Vilariño, M. Peter, Z. Kang, D. Acharya

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

21 Citations (Scopus)
19 Downloads (Pure)

Abstract

Despite recent progress in the development of methods for automated reconstruction of indoor models, a comparative performance evaluation of these methods is not available due to the lack of publicly available benchmark datasets and a common evaluation framework. The ISPRS Benchmark on Indoor Modelling is an effort to enable comparison and benchmarking of indoor modelling methods by providing a benchmark dataset and a comprehensive evaluation framework. In this paper, we propose a framework for the evaluation of indoor modelling methods, and discuss various quality aspects of the reconstruction methods as well as the reconstructed models. We discuss the challenges in quantitative quality evaluation of indoor models through comparison with a reference model, and propose suitable measures and methods for comparing an automatically reconstructed indoor model with a reference.

Original languageEnglish
Title of host publicationInternational Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Subtitle of host publicationISPRS TC IV Mid-term Symposium “3D Spatial Information Science – The Engine of Change”
EditorsS. Zlatanova, S. Dragicevic, G. Sithole
PublisherCopernicus
Pages365-372
Number of pages8
Volume42
Edition4
DOIs
Publication statusPublished - 19 Sept 2018
EventISPRS TC IV Mid-Term Symposium on 3D Spatial Information Science - The Engine of Change 2018 - Delft, Netherlands
Duration: 1 Oct 20185 Oct 2018

Publication series

NameInternational Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives
PublisherCopernicus
ISSN (Print)1682-1750

Conference

ConferenceISPRS TC IV Mid-Term Symposium on 3D Spatial Information Science - The Engine of Change 2018
Country/TerritoryNetherlands
CityDelft
Period1/10/185/10/18

Keywords

  • 3D reconstruction
  • Automation
  • BIM
  • Evaluation
  • Indoor navigation
  • Performance
  • Point cloud
  • Quality
  • ITC-GOLD

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