3D Mapping, Localisation and Object Retrieval using Low Cost Robotic Platforms:
A Robotic Search Engine for the Real-World

Thomas Whelan, John McDonald

Department of Computer Science, National University of Ireland Maynooth, Co. Kildare, Ireland.

Michael Kaess

Field Robotics Center (FRC), Robotics Institute (RI) ,Carnegie Mellon University (CMU)
Pittsburgh, PA 15213-3890, USA.

Ross Finman, Maurice F. Fallon, Hordur Johannsson, John J. Leonard

Computer Science and Artificial Intelligence Laboratory (CSAIL), Massachusetts Institute of Technology (MIT)
Cambridge, MA 02139, USA.

All related papers

Up to date website (www.thomaswhelan.ie)

3D Mapping, Localisation and Object Retrieval using Low Cost Robotic Platforms: A Robotic Search Engine for the Real-World

Download: PDF

"3D Mapping, Localisation and Object Retrieval using Low Cost Robotic Platforms: A Robotic Search Engine for the Real-World" by T. Whelan, M. Kaess, R. Finman, M.F. Fallon, H. Johannsson, J.J. Leonard, and J.B. McDonald. In RSS Workshop on RGB-D: Advanced Reasoning with Depth Cameras, (Berkeley, CA), July 2014.

Abstract

In this paper we present work in progress on the development of a low-cost autonomous robotic platform that integrates multiple state-of-the-art techniques in RGB-D perception to form a system capable of completing a real-world task in an entirely autonomous fashion. The task we set out to complete is determining the location of a preselected object within the physical world. This experiment requires a robotic framework with a number of capabilities including autonomous exploration, dense real-time localisation and mapping, object detection, path planning and motion control.

BibTeX entry:

@inproceedings{Whelan14rssw,
   author = {T. Whelan and M. Kaess and R. Finman and M.F. Fallon and H.
	Johannsson and J.J. Leonard and J. McDonald},
   title = {3{D} Mapping, Localisation and Object Retrieval using Low Cost
	Robotic Platforms: A Robotic Search Engine for the Real-World},
   booktitle = {RSS Workshop on RGB-D: Advanced Reasoning with Depth Cameras},
   address = {Berkeley, CA},
   month = {Jul},
   year = {2014}
}

Contact: thomas.j.whelan@nuim.ie