Ilkka Pölönen
Contact search available for JYU staff members. ORCID link: https://orcid.org/0000-0002-5129-7364 |
General description
Associate professor of computational data analysis
Current teaching:
- Computer vision and image analysis
- Anomaly detection
- Machine learning for cyber security
Active JYU affiliations
- Faculty of Information Technology, Associate Professor
Previous, inactive or other affiliations
- Faculty of Information Technology (University of Jyväskylä), Postdoctoral Researcher, Ended
Research interests
Research includes computational methods, which can be used in spectral image analysis. Various applications can be found from remote sensing, medicine, biology, and even in art history. In practice methods are used by researchers, clinicians or farmers.
Fields of science
Personal keywords
Computational data analysis, computer science, applied mathematics, machine learning, spectral imaging
Projects as Principal investigator
- Analysis of problems with incompletely known data by analytical and machine learning methods
- Academy of Finland
- Unmanned aerial systems based solutions for real-time management of wildfires
- Academy of Finland
- aiADDVA - Adding value by Artificial Intelligence
- Centre for Economic Development, Transport and the Environment of Central Finland
- Smart hyperspectral imaging solutions for new era in Earth and planetary observations
- Academy of Finland
- Autonomous tree health analyzer based on imaging UAV spectrometry
- Academy of Finland
- SPECTRAL IMAGING OF COMPLEX SURFACE TOMOGRAPHIES
- Academy of Finland
- Spline and spline wavelet methods for noise reduction and restoration of hyperspectral images
- Academy of Finland
- Subwavelength imaging
- Jane and Aatos Erkko Foundation
- ISPRS Frontiers in Spectral imaging and 3D Technologies for Geospatial Solutions (SPEC3D) Workshop
- Participants (conferences, training)
- DroneKnowledge – Towards knowledge based export of small UAS remote sensing technology
- TEKES
Projects as Team Member
- Robust Algae Systems
- Salmi, Pauliina
- Business Finland
- iADDVA - Adding Value by Creative Industry Platform kehittämishanke
- Sajavaara, Timo
- Council of Tampere Region