Publications

Computer vision-based estimation of invertebrate biomass
Mikko Impiö, Philipp M. Rehsen, Jarrett Blair, Cecilie Mielec, Arne J. Beermann, Florian Leese, Toke T. Høye, Jenni Raitoharju
arXiv preprint arXiv:2603.06362, 2026
[paper] [dataset]

Improving taxonomic resolution, biomass and abundance assessments of aquatic invertebrates by combining imaging and DNA megabarcoding
Philipp M. Rehsen, Mia S. Honka, Mikko Impiö, Iris Madge Pimentel, Florian Leese, Arne J. Beermann
PeerJ 14, e20501, 2026
[paper] [dataset]

AquaMonitor: A multimodal multi-view image sequence dataset for real-life aquatic invertebrate biodiversity monitoring
Mikko Impiö, Philipp M. Rehsen, Tiina Laamanen, Arne J. Beermann, Florian Leese, Jenni Raitoharju
arXiv preprint arXiv:2505.22065, 2025
[paper] [code] [dataset]

Efficient curation of invertebrate image datasets using feature embeddings and automatic size comparison
Mikko Impiö, Jenni Raitoharju
2025 IEEE Symposia on Computational Intelligence for Energy, Transport and Environmental Sustainability (CIETES), 2025
[paper] [code]

Improving taxonomic image-based out-of-distribution detection with DNA barcodes
Mikko Impiö, Jenni Raitoharju
2024 32nd European Signal Processing Conference (EUSIPCO), 2024
[paper]

Remote sensing the habitats of Northern Lapland – Final project report, parts 1 and 2
Ylä-Lapin luonnon kaukokartoitus – Projektin loppuraportti, osat 1 ja 2
Anna Tammilehto, Pekka Härmä, Minna Kallio, Markus Törmä, Arto Saikkonen, Seppo Tuominen, Mikko Impiö, Mika Heikkinen, Mikko Kervinen, Tytti Jussila, Kristin Böttcher, Elisa Pääkkö, Aira Kokko, Katariina Mäkelä, Saku Anttila
Metsähallituksen luonnonsuojelujulkaisuja, Sarja A 248 & 249, 2024
[report 1] [report 2]

The Riverine Organism Drift Imager: A new technology to study organism drift in rivers and streams
Frédéric de Schaetzen, Mikko Impiö, Basil Wagner, Patryk Nienaltowski, Michael Arnold, Martin Huber, Matthias Meyer, Jenni Raitoharju, Luiz G. M. Silva, Roman Stocker
Methods in Ecology and Evolution, 2023
[paper]

Habitat classification from satellite observations with sparse annotations
Mikko Impiö, Pekka Härmä, Anna Tammilehto, Saku Anttila, Jenni Raitoharju
arXiv preprint arXiv:2209.12995, 2022
[paper]

Multi-level reversible encryption for ECG signals using compressive sensing
Mikko Impiö, Mehmet Yamaç, Jenni Raitoharju
ICASSP 2021 – IEEE International Conference on Acoustics, Speech and Signal Processing, 2021
[paper] [code]