Michael Milford

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Niko SuenderhaufProfessor at Queensland University of Technology (QUT) Centre for RoboticsVerified email at qut.edu.au
Adam JacobsonQueensland University of TechnologyVerified email at connect.qut.edu.au
Ben UpcroftOxboticaVerified email at oxbotica.com
Peter CorkeQueensland University of Technology (QUT)Verified email at qut.edu.au
Sourav GargAIML, University of Adelaide, AustraliaVerified email at adelaide.edu.au
Shoaib EhsanAssoc. Prof, University of Southampton | Reader, University of Essex | Co-I, Responsible AI UKVerified email at soton.ac.uk
Klaus McDonald-MaierProfessor, University of EssexVerified email at essex.ac.uk
Zetao ChenMeta Reality LabVerified email at fb.com
Stephanie LowryAssistant Professor, Örebro UniversityVerified email at oru.se
Feras DayoubThe University of Adelaide - Australian Institute for Machine Learning (AIML)Verified email at adelaide.edu.au
Will MaddernNuroVerified email at nuro.ai
Tobias FischerDECRA Fellow (2024-2027), Senior Lecturer, Queensland University of Technology (QUT)Verified email at qut.edu.au
Juxi LeitnerLYRO Robotics & Monash UniversityVerified email at LYRO.io
Stephen HauslerResearch Scientist, CSIROVerified email at csiro.au
Edward PepperellPhD Alumnus of Queensland University of Technology (QUT)Verified email at qut.edu.au
Janet WilesUniversity of Queensland and ARC Centre of Excellence for the Dynamics of LanguageVerified email at uq.edu.au
Ian D ReidMohammad Bin Zayed University of Artificial Intelligence and University of AdelaideVerified email at adelaide.edu.au
Walter ScheirerDennis O. Doughty Associate Professor of Computer Science and Engineering, University of Notre DameVerified email at nd.edu
David CoxVP, AI Models; IBM Director, MIT-IBM Watson AI Lab, IBM ResearchVerified email at ibm.com
Arren GloverIstituto Italiano di TecnologiaVerified email at iit.it

Michael Milford

QUT Professor | Joint Director, QUT Robotics Centre | ARC Laureate Fellow | Microsoft Fellow

Verified email at qut.edu.au - Homepage

Robotics computational neuroscience navigation SLAM RatSLAM


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Visual place recognition: A survey S Lowry, N Sünderhauf, P Newman, JJ Leonard, D Cox, P Corke, ... ieee transactions on robotics 32 (1), 1-19, 2015	1070	2015
SeqSLAM: Visual route-based navigation for sunny summer days and stormy winter nights MJ Milford, GF Wyeth 2012 IEEE international conference on robotics and automation, 1643-1649, 2012	1062	2012
On the performance of convnet features for place recognition N Sünderhauf, S Shirazi, F Dayoub, B Upcroft, M Milford 2015 IEEE/RSJ international conference on intelligent robots and systems …, 2015	600	2015
The limits and potentials of deep learning for robotics N Sünderhauf, O Brock, W Scheirer, R Hadsell, D Fox, J Leitner, B Upcroft, ... The International journal of robotics research 37 (4-5), 405-420, 2018	555	2018
RatSLAM: a hippocampal model for simultaneous localization and mapping MJ Milford, GF Wyeth, D Prasser IEEE International Conference on Robotics and Automation, 2004. Proceedings …, 2004	484	2004
Place recognition with convnet landmarks: Viewpoint-robust, condition-robust, training-free N Sünderhauf, S Shirazi, A Jacobson, F Dayoub, E Pepperell, B Upcroft, ... Robotics: Science and Systems XI, 1-10, 2015	449	2015
Mapping a suburb with a single camera using a biologically inspired SLAM system MJ Milford, GF Wyeth IEEE Transactions on Robotics 24 (5), 1038-1053, 2008	425	2008
Deep learning features at scale for visual place recognition Z Chen, A Jacobson, N Sünderhauf, B Upcroft, L Liu, C Shen, I Reid, ... 2017 IEEE international conference on robotics and automation (ICRA), 3223-3230, 2017	364	2017
Persistent navigation and mapping using a biologically inspired SLAM system M Milford, G Wyeth The International Journal of Robotics Research 29 (9), 1131-1153, 2010	354	2010
Towards vision-based deep reinforcement learning for robotic motion control F Zhang, J Leitner, M Milford, B Upcroft, P Corke arXiv preprint arXiv:1511.03791, 2015	335	2015
Convolutional neural network-based place recognition Z Chen, O Lam, A Jacobson, M Milford arXiv preprint arXiv:1411.1509, 2014	304	2014
Quadricslam: Dual quadrics from object detections as landmarks in object-oriented slam L Nicholson, M Milford, N Sünderhauf IEEE Robotics and Automation Letters 4 (1), 1-8, 2018	275	2018
FAB-MAP+ RatSLAM: Appearance-based SLAM for multiple times of day AJ Glover, WP Maddern, MJ Milford, GF Wyeth 2010 IEEE international conference on robotics and automation, 3507-3512, 2010	263	2010
Meaningful maps with object-oriented semantic mapping N Sünderhauf, TT Pham, Y Latif, M Milford, I Reid 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2017	232	2017
OpenFABMAP: An open source toolbox for appearance-based loop closure detection A Glover, W Maddern, M Warren, S Reid, M Milford, G Wyeth 2012 IEEE International Conference on Robotics and Automation, 4730-4735, 2012	225	2012
Patch-netvlad: Multi-scale fusion of locally-global descriptors for place recognition S Hausler, S Garg, M Xu, M Milford, T Fischer Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021	222	2021
Vision-based place recognition: how low can you go? M Milford The International Journal of Robotics Research 32 (7), 766-789, 2013	194	2013
All-environment visual place recognition with SMART E Pepperell, PI Corke, MJ Milford 2014 IEEE international conference on robotics and automation (ICRA), 1612-1618, 2014	163	2014
OpenRatSLAM: an open source brain-based SLAM system D Ball, S Heath, J Wiles, G Wyeth, P Corke, M Milford Autonomous Robots 34, 149-176, 2013	160	2013
CAT-SLAM: probabilistic localisation and mapping using a continuous appearance-based trajectory W Maddern, M Milford, G Wyeth The International Journal of Robotics Research 31 (4), 429-451, 2012	160	2012

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