Semantic mapping for mobile robotics tasks: A survey

I Kostavelis, A Gasteratos - Robotics and Autonomous Systems, 2015 - Elsevier
The evolution of contemporary mobile robotics has given thrust to a series of additional
conjunct technologies. Of such is the semantic mapping, which provides an abstraction of …

A review of spatial reasoning and interaction for real-world robotics

C Landsiedel, V Rieser, M Walter, D Wollherr - Advanced Robotics, 2017 - Taylor & Francis
Truly universal helper robots capable of coping with unknown, unstructured environments
must be capable of spatial reasoning, ie establishing geometric relations between objects …

A semantically-informed multirobot system for exploration of relevant areas in search and rescue settings

A Quattrini Li, R Cipolleschi, M Giusto, F Amigoni - Autonomous Robots, 2016 - Springer
Coordinated multirobot exploration involves autonomous discovering and mapping of the
features of initially unknown environments by using multiple robots. Autonomously exploring …

Methods and Applications of Space Understanding in Indoor Environment—A Decade Survey

S Pokuciński, D Mrozek - Applied Sciences, 2024 - mdpi.com
The demand for digitizing manufacturing and controlling processes has been steadily
increasing in recent years. Digitization relies on different techniques and equipment, which …

Robust structure identification and room segmentation of cluttered indoor environments from occupancy grid maps

M Luperto, TP Kucner, A Tassi… - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
Identifying the environment's structure, through detecting core components such as rooms
and walls, can facilitate several tasks fundamental for the successful operation of indoor …

Predicting the global structure of indoor environments: A constructive machine learning approach

M Luperto, F Amigoni - Autonomous Robots, 2019 - Springer
Consider a mobile robot exploring an initially unknown school building and assume that it
has already discovered some corridors, classrooms, offices, and bathrooms. What can the …

[PDF][PDF] Exploration of indoor environments through predicting the layout of partially observed rooms

M Luperto, L Fochetta, F Amigoni - Proceedings of the 20th …, 2021 - aamas.csc.liv.ac.uk
We consider exploration tasks in which an autonomous mobile robot incrementally builds
maps of initially unknown indoor environments. In such tasks, the robot makes a sequence …

Predicting performance of SLAM algorithms

M Luperto, V Castelli, F Amigoni - arXiv preprint arXiv:2109.02329, 2021 - arxiv.org
Among the abilities that autonomous mobile robots should exhibit, map building and
localization are definitely recognized as fundamental. Consequently, countless algorithms …

Improving repeatability of experiments by automatic evaluation of SLAM algorithms

F Amigoni, V Castelli, M Luperto - 2018 IEEE/RSJ International …, 2018 - ieeexplore.ieee.org
The development of good experimental methodologies for robotics takes often inspiration
from general principles of experimental practice. Repeatability prescribes that experiments …

Room semantics inference using random forest and relational graph convolutional networks: A case study of research building

X Hu, H Fan, A Noskov, Z Wang, A Zipf, F Gu… - Transactions in …, 2021 - Wiley Online Library
Semantically rich maps are the foundation of indoor location‐based services. Many map
providers such as OpenStreetMap and automatic mapping solutions focus on the …