Conference Proceedings

The ISPRS Benchmark on Indoor Modelling: Preliminary Results

K Khoshelham, H Tran, D Acharya, L Díaz Vilariño, Z Kang, S Dalyot

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences | Copernicus GmBH | Published : 2020

Abstract

Automated 3D reconstruction of indoor environments from point clouds has been a topic of intensive research in recent years. Different methods developed for the generation of 3D indoor models have achieved promising results on different case studies. However, a comprehensive evaluation and comparison of the performance of these methods has not been available. This paper presents the preliminary results of the ISPRS benchmark on indoor modelling, an initiative of Working Group IV/5 to benchmark the performance of indoor modelling methods using a public dataset and a comprehensive evaluation framework. The performances of the different methods are compared through geometric quality evaluation ..

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