RT Journal Article
T1 The ISPRS benchmark on indoor modelling: preliminary results
A1 Khoshelham, Kourosh
A1 Tran, H.
A1 Acharya, Debaditya
A1 Díaz Vilariño, Lucía
A1 Kang, Z.
A1 Dalyot, S.
K1 3311.02 Ingeniería de Control
AB 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 of the reconstructed models in terms of completeness, correctness, and accuracy of wall elements. The results show that the reconstruction methods generally achieve high completeness but lower correctness for the reconstructed models while accuracies range from 0.5 cm to 6.7 cm.
PB The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
SN 21949034
YR 2020
FD 2020-08-24
LK http://hdl.handle.net/11093/2361
UL http://hdl.handle.net/11093/2361
LA eng
NO ISPRS - International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences, XLIII-B5-2020, 207–211, (2020)
DS Investigo
RD 18-sep-2024