Publications

You can also find my articles on my Google Scholar profile.

VoxFall: Non-Parametric Volumetric Change Detection for Rockfalls image

VoxFall: Non-Parametric Volumetric Change Detection for Rockfalls
Ioannis Farmakis, Davide Guccione, Klaus Thoeni, Anna Giacomini
Engineering Geology, 2025.

Paper Code BibTeX


@article{FARMAKIS2025108045,
title = {VoxFall: Non-parametric volumetric change detection for rockfalls},
author = {Ioannis Farmakis and Davide Ettore Guccione and Klaus Thoeni and Anna Giacomini},
journal = {Engineering Geology},
volume = {352},
pages = {108045},
year = {2025},
issn = {0013-7952}
}

Slope-Scale Rockfall Susceptibility Modelling as a 3D Computer Vision Problem image

Slope-Scale Rockfall Susceptibility Modelling as a 3D Computer Vision Problem
Ioannis Farmakis, Jean Hutchinson, Nicholas Vlachopoulos, Matthew Westoby, Michael Lim
Remote Sensing, 2023.

Paper Code BibTeX


@Article{rs15112712,
  TITLE = {Slope-Scale Rockfall Susceptibility Modeling as a 3D Computer Vision Problem},
  AUTHOR = {Farmakis, Ioannis and Hutchinson, D. Jean and Vlachopoulos, Nicholas and Westoby, Matthew and Lim, Michael},
  JOURNAL = {Remote Sensing},
  VOLUME = {15},
  YEAR = {2023},
  NUMBER = {11},
  ARTICLE-NUMBER = {2712},
  ISSN = {2072-4292}
  }

Rockfall Detection Using LiDAR and Deep Learning image

Rockfall Detection Using LiDAR and Deep Learning
Ioannis Farmakis, Paul-Mark DiFrancesco, Jean Hutchinson, Nicholas Vlachopoulos
Engineering Geology, 2022.

Paper Code BibTeX


@article{FARMAKIS2022106836,
title = {Rockfall detection using LiDAR and deep learning},
author = {Ioannis Farmakis and Paul-Mark DiFrancesco and D. Jean Hutchinson and Nicholas Vlachopoulos},
journal = {Engineering Geology},
volume = {309},
pages = {106836},
year = {2022},
issn = {0013-7952}
}