Geometric comparison and quality evaluation of 3D models of indoor environments
K Khoshelham, Ha Tran, Allison Kealy
ISPRS Journal of Photogrammetry and Remote Sensing | Elsevier | Published : 2019
The increasing demand for automated, cost-effective and time-efficient indoor modelling methods leads to a need for performance evaluation of these methods by assessing the quality of the reconstructed models. In this paper we introduce a method for geometric comparison of a 3D indoor model with a reference, which is useful not only for evaluating the geometric quality of the model, but also for change detection and temporal analysis of the building. The method provides suitable criteria for the quantitative evaluation of the geometric quality in terms of completeness, correctness, and accuracy. Experimental evaluation on a synthetic dataset and the ISPRS benchmark dataset shows the potentia..View full abstract
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The first author acknowledges the financial support from the University of Melbourne through Melbourne International Fee Remission and Melbourne International Research Scholarship. The datasets used in the experiments were collected as part of the ISPRS Benchmark on Indoor Modelling. The authors would like to thank anonymous reviewers for their constructive and valuable comments and suggestions, which help us to improve our paper.