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Contact


Email

tomkom@unimelb.edu.au

Credentials


Position
Associate Professor in Spatial Information
Department of Infrastructure Engineering
Education
Doctorate (Research)
University of Melbourne
Masters (Research)
Slovak University of Technology in Bratislava
Bachelors Degree
Slovak University of Technology in Bratislava
ORCID

0000-0002-5736-4679

A/Prof Martin Tomko

Associate Professor in Spatial Information
Department of Infrastructure Engineering

142 Scholarly works
18 Projects

HIGHLIGHTS

  • 2026

    Journal article

    Mapping hidden heritage: Self-supervised pre-training on high-resolution LiDAR DEM derivatives for archaeological stone wall detection
    DOI: 10.1016/j.srs.2026.100372
  • 2025

    Journal article

    Learning geometric invariant features for classification of vector polygons with graph message-passing neural network
    DOI: 10.1007/s10707-025-00554-y
  • 2021

    Research Grant

    Walking the City: Digital Infrastructure for Pedestrian Mobility
  • 2021

    Journal article

    Detecting Unsigned Physical Road Incidents from Driver-View Images
    DOI: 10.1109/TIV.2020.2991963
  • 2018

    Journal article

    A Location-Query-Browse Graph for Contextual Recommendation
    DOI: 10.1109/TKDE.2017.2766059
  • 2017

    Research Grant

    Self-Healing Maps: Protecting Maps Through Automatic Updating Processes.
  • 2017

    Research Grant

    Making Human Place Knowledge Digestible by Computers
Martin Tomko

RECENT SCHOLARLY WORKS

  • 2025

    Conference Proceedings

    Analysis of Points of Interests Recommended for Leisure Walk Descriptions
    DOI: 10.4230/LIPIcs.GIScience.2025.5
  • 2025

    Journal article

    Structural Analysis Ready Building Information Modelling: A Requirement Analysis
    DOI: 10.5194/isprs-archives-XLVIII-G-2025-93-2025
  • 2025

    Journal article

    Corrections to: Traffic Count Estimation at Basis Links Without Path Flow and Historic Data (IEEE Trans. Intell. Transp. Syst. (2023) 24:10 (11410–11423) DOI: 10.1109/TITS.2023.3279279)
    DOI: 10.1109/TITS.2025.3546115
  • 2025

    Journal article

    Automated validation of route instructions in indoor environments
    DOI: 10.5311/JOSIS.2025.30.385
  • 2025

    Journal article

    Socioeconomic correlates of urban mobility trends in two Australian cities during transitional periods of the COVID-19 pandemic
    DOI: 10.1098/rsos.241463
  • 2025

    Journal article

    Deep reinforcement learning for assessing route instruction usability in complex indoor spaces
    DOI: 10.1080/13658816.2025.2572790
  • 2025

    Journal article

    A causal analysis of environmental familiarity on navigation information needs
    DOI: 10.1080/13658816.2024.2442059
  • 2025

    Journal article

    LMSeg: an end-to-end geometric message-passing network on barycentric dualgraphs for large-scale landscape mesh segmentation
    DOI: 10.1080/15481603.2025.2584806

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