Roland Perko

FH JOANNEUM University of Applied Sciences — Austria

Environmental Science · Physical Sciences

16h-index860citations81works0.12yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Remote Sensing and LiDAR Applications(18), Robotics and Sensor-Based Localization(14), 3D Surveying and Cultural Heritage(13), Satellite Image Processing and Photogrammetry(13), Synthetic Aperture Radar (SAR) Applications and Techniques(11)

Publications80 total

Tree Type Classification from ALS Data: A Comparative Analysis of 1D, 2D, and 3D Representations Using ML and DL Models
Remote Sensing·2025Open Access
Enhancing Tiny Object Detection in Super-Resolved Sentinel-2 Imagery for Naval and Airbase Analysis
2025
Calibration and Validation of Phase One Industrial Cameras
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2025Open Access
Tiny Object Detection in Super-Resolved Sentinel-2 Imagery
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2025· 1 citedOpen Access
ERS-1/2 DInSAR surface velocity of Hintereisferner for 1995/1996
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
ERS-1/2 DInSAR surface velocity of Hintereisferner for 1995/1996
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Artificial Intelligence for Land Use and Land Cover Mapping in Austria
2024
A real-time algorithm for human action recognition in RGB and thermal video
2023· 3 cited
A real-time algorithm for human action recognition in RGB and thermal video
arXiv (Cornell University)·2023Open Access
Counting Everything in Remote Sensing - the Need for Benchmarks
IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium·2022· 1 cited
Deep Learning for Improved Individual Tree Detection from Lidar Data
IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium·2022· 4 cited
Automated Data Annotation for 6-DoF AI-Based Navigation Algorithm Development
Journal of Imaging·2021· 8 citedOpen Access
Protocol Design Issues for Object Density Estimation and Counting in Remote Sensing
2021· 1 cited
Critical Aspects of Person Counting and Density Estimation
Journal of Imaging·2021· 8 citedOpen Access
Airborne High Resolution Remote Sensing for Near Real Time Fire Detection and Surveillance
2020
Proceedings of the Joint Austrian Computer Vision and Robotics Workshop 2020
TUGraz OPEN Library (Graz University of Technology)·2020· 7 citedOpen Access
Fusion of Point Clouds derived from Aerial Images
TUGraz OPEN Library (Graz University of Technology)·2020· 2 citedOpen Access
Determining Individual Origin Similarity (DInOS): Binary Classification of Authors Using Stylometric Features
arXiv (Cornell University)·2019Open Access
Mapping with Pléiades—End-to-End Workflow
Remote Sensing·2019· 26 citedOpen Access
Multiple View Geometry in Remote Sensing: An Empirical Study Based on Pléiades Satellite Images
2019· 1 cited
page 1 of 4Next →

Frequent Co-authors

Karlheinz Gutjahr(16), Hannes Raggam(15), Mathias Schardt(14), Lucas Paletta(8), Alexander Almér(7), Manuela Hirschmugl(5), Aleš Leonardis(5), Janik Deutscher(4), Franz Leberl(4), Michael Gruber(4), Peter M. Roth(4), Thomas Schnabel(4), M. Schardt(3), Andreas Klaus(3), Joachim Bauer(3), Martin Ponticelli(2), Bernt Schiele(2), Konrad Karner(2), Gerald Fritz(2), Stefan Bernoegger(1)