Conference Proceedings

The ISPRS benchmark on indoor modelling

K Khoshelham, LD Vilariño, M Peter, Z Kang, D Acharya

ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences | Published : 2017

Abstract

Automated generation of 3D indoor models from point cloud data has been a topic of intensive research in recent years. While results on various datasets have been reported in literature, a comparison of the performance of different methods has not been possible due to the lack of benchmark datasets and a common evaluation framework. The ISPRS benchmark on indoor modelling aims to address this issue by providing a public benchmark dataset and an evaluation framework for performance comparison of indoor modelling methods. In this paper, we present the benchmark dataset comprising several point clouds of indoor environments captured by different sensors. We also discuss the evaluation and compa..

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