A review of techniques for 3d reconstruction of indoor environments

Z Kang, J Yang, Z Yang, S Cheng - ISPRS International Journal of Geo …, 2020 - mdpi.com
Indoor environment model reconstruction has emerged as a significant and challenging task
in terms of the provision of a semantically rich and geometrically accurate indoor model …

Unsupervised reconstruction of Building Information Modeling wall objects from point cloud data

M Bassier, M Vergauwen - Automation in construction, 2020 - Elsevier
Scan-to-BIM of existing buildings is in high demand by the construction industry. However,
these models are costly and time-consuming to create. The automation of this process is still …

Kimera: From SLAM to spatial perception with 3D dynamic scene graphs

A Rosinol, A Violette, M Abate… - … Journal of Robotics …, 2021 - journals.sagepub.com
Humans are able to form a complex mental model of the environment they move in. This
mental model captures geometric and semantic aspects of the scene, describes the …

3d semantic parsing of large-scale indoor spaces

I Armeni, O Sener, AR Zamir, H Jiang… - Proceedings of the …, 2016 - openaccess.thecvf.com
In this paper, we propose a method for semantic parsing the 3D point cloud of an entire
building using a hierarchical approach: first, the raw data is parsed into semantically …

3D dynamic scene graphs: Actionable spatial perception with places, objects, and humans

A Rosinol, A Gupta, M Abate, J Shi… - ar** malls, the
availability of up-to-date information is critical. One common source of information is the 2D …