Given a 3D mesh and registered panoramic images, we construct a graph that spans the entire building and includes semantics on objects (e.g., class, material, shape and other attributes), rooms (e.g., function, illumination type, etc.) and cameras (e.g., location, etc.), as well as the relationships among these entities.
@InProceedings{armeni_iccv19,
title ={3D Scene Graph: A Structure for Unified Semantics, 3D Space, and Camera},
author = {Iro Armeni and Zhi-Yang He and JunYoung Gwak and Amir R. Zamir and Martin Fischer and Jitendra Malik and Silvio Savarese},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision},
year = {2019}
}
Given a 3D mesh and registered panoramic images, we construct a graph that spans the entire building and includes semantics on objects (e.g., class, material, shape and other attributes), rooms (e.g., function, illumination type, etc.) and cameras (e.g., location, etc.), as well as the relationships among these entities.
Paper Project Code