Michael Milford

10.4k citations
188 papers · 5.9k indexed · 4 hit papers · h-index 30

Impact in

    • Advanced Image and Video Retrieval Techniques
    • Robotic Path Planning Algorithms
    • Advanced Vision and Imaging
    • Video Surveillance and Tracking Methods
    • Advanced Neural Network Applications
    • Robotics and Sensor-Based Localization

Papers in

    • Advanced Image and Video Retrieval Techniques 103
    • Robotic Path Planning Algorithms 25
    • Advanced Vision and Imaging 16
    • Advanced Neural Network Applications 15
    • Video Surveillance and Tracking Methods 11
    • Robotics and Sensor-Based Localization 135

Michael Milford

178 papers receiving 5.7k citations

Hit Papers

The limits and potentials of deep learning for robotics 2018 · 309 citations
3092012202620162021200400600

Peers

Michael Milford
Comparison fields: 5 of 124
  • Computer Vision and Pattern Recognition 4.2k
  • Aerospace Engineering 4.2k
  • Geology 421
  • Cognitive Neuroscience 490
  • Electrical and Electronic Engineering 1.4k
Replace Stefan Leutenegger with:
Stefan Leutenegger United Kingdom
Margarita Chli Switzerland
T. Bailey Australia
Michael Montemerlo United States
Nicholas Roy United States
Dirk Hähnel Germany
Niko Sünderhauf Australia
Gordon Wyeth Australia
Patric Jensfelt Sweden
Morgan Quigley United States
Michael Milford relative to Stefan Leutenegger United Kingdom Stefan Leutenegger's profile →
Citations per field
00.5×1.5×2.2×
Stefan Leutenegger · 1×
Citations per year

Countries citing papers authored by Michael Milford

Since Specialization
Citations

This map shows the geographic impact of Michael Milford's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Michael Milford with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Michael Milford more than expected).

Fields of papers citing papers by Michael Milford

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Michael Milford. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Michael Milford. The network helps show where Michael Milford may publish in the future.

Co-authors

The 25 scholars most cited alongside Michael Milford, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Michael Milford Line = papers co-authored together Michael Milford links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown
#Work
1 20243
2 20240
3 202250
4 202215
5 20228
6 202023
7
Automatic coverage selection for surface-based visual localisation
20193
8 201941
9 20199
10
The limits and potentials of deep learning for robotics
Hit paper breakdown →
2018309
11 20184
12
Meaningful maps – Object-oriented semantic mapping
2017148
13
Image rejection and match verification to improve surface-based localization
20171
14
RatSLAM: using models of rodent hippocampus for robot navigation and beyond
20160
15
Multimodal deep autoencoders for control of a mobile robot
201514
16
Improving recall in appearance-based visual SLAM using visual expectation
20103
17 20101
18
Effect of representation size and visual ambiguity on RatSLAM system performance
20061
19
Framework for the long-term operation of a mobile robot via the internet
20051
20
Experiments in outdoor operation of RatSLAM
20043

About Michael Milford

Michael Milford is a scholar working on Computer Vision and Pattern Recognition, Aerospace Engineering, Geology, Electrical and Electronic Engineering and Cognitive Neuroscience, having authored 188 papers that have together received 5.9k indexed citations. Recurring topics across this work include Robotics and Sensor-Based Localization (135 papers), Advanced Image and Video Retrieval Techniques (103 papers), Indoor and Outdoor Localization Technologies (45 papers), Robotic Path Planning Algorithms (25 papers), Memory and Neural Mechanisms (17 papers), Advanced Vision and Imaging (16 papers), Advanced Neural Network Applications (15 papers) and Video Surveillance and Tracking Methods (11 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (4.2k citations), Aerospace Engineering (4.2k citations), Geology (421 citations), Cognitive Neuroscience (490 citations) and Electrical and Electronic Engineering (1.4k citations). Michael Milford has collaborated with scholars based in Australia, United States and United Kingdom. Frequent co-authors include Gordon Wyeth, Niko Sünderhauf, Peter Corke, Ben Upcroft, Feras Dayoub, Stephanie Lowry, Sareh Shirazi, David Cox, Adam Jacobson and David Prasser. Their work appears in journals such as IEEE Robotics and Automation Letters, The International Journal of Robotics Research, IEEE Transactions on Robotics, IEEE Access and Biological Cybernetics.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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