Conference Proceedings

AN EVALUATION FRAMEWORK FOR BENCHMARKING INDOOR MODELLING METHODS

K Khoshelham, H Tran, L Díaz-Vilari no, M Peter, Z Kang, D Acharya

ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences | International Society for Photogrammetry and Remote Sensing (ISPRS) | Published : 2018

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 eva..

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