An Image-Based Real-Time Georeferencing Scheme for a UAV Based on a New Angular Parametrization. - Ehsan Khoramshahi; Raquel Alves de Oliveira; Niko Koivumäki; Eija Honkavaara (Remote. Sens., 2020)

Multispectral Imagery Provides Benefits for Mapping Spruce Tree Decline Due to Bark Beetle Infestation When Acquired Late in the Season. - Samuli Junttila; Roope Näsi; Niko Koivumäki; Mohammad Imangholiloo; Ninni Saarinen; Juha Raisio; Markus Holopainen; Hannu Hyyppä; Juha Hyyppä; Päivi Lyytikäinen-Saarenmaa; Mikko Vastaranta; Eija Honkavaara (Remote. Sens., 2022)

Estimating Grass Sward Quality and Quantity Parameters Using Drone Remote Sensing with Deep Neural Networks. - Kirsi Karila; Raquel Alves de Oliveira; Johannes Ek; Jere Kaivosoja; Niko Koivumäki; Panu Korhonen; Oiva Niemeläinen; Laura Nyholm; Roope Näsi; Ilkka Pölönen; Eija Honkavaara (Remote. Sens., 2022)

Estimating Tree Health Decline Caused by Ips typographus L. from UAS RGB Images Using a Deep One-Stage Object Detection Neural Network. - Heini Kanerva; Eija Honkavaara; Roope Näsi; Teemu Hakala; Samuli Junttila; Kirsi Karila; Niko Koivumäki; Raquel Alves Oliveira; Mikko Pelto-Arvo; Ilkka Pölönen; Johanna Tuviala; Madeleine Östersund; et al. (Remote. Sens., 2022)

Comparison of Deep Neural Networks in the Classification of Bark Beetle-Induced Spruce Damage Using UAS Images. - Emma Turkulainen; Eija Honkavaara; Roope Näsi; Raquel Alves Oliveira; Teemu Hakala; Samuli Junttila; Kirsi Karila; Niko Koivumäki; Mikko Pelto-Arvo; Johanna Tuviala; Madeleine Östersund; Ilkka Pölönen; et al. (Remote. Sens., 2023)

A New Approach for Feeding Multispectral Imagery into Convolutional Neural Networks Improved Classification of Seedlings. - Mohammad Imangholiloo; Ville Luoma; Markus Holopainen; Mikko Vastaranta; Antti Mäkeläinen; Niko Koivumäki; Eija Honkavaara; Ehsan Khoramshahi (Remote. Sens., 2023)

Detecting Wildfires on UAVs with Real-Time Segmentation Trained by Larger Teacher Models. - Julius Pesonen; Teemu Hakala; Väinö Karjalainen; Niko Koivumäki; Lauri Markelin; Anna-Maria Raita-Hakola; Juha Suomalainen; Ilkka Pölönen; Eija Honkavaara (WACV, 2025)

Towards autonomous photogrammetric forest inventory using a lightweight under-canopy robotic drone. - Väinö Karjalainen; Niko Koivumäki; Teemu Hakala; Jesse Muhojoki; Eric Hyyppä; Anand George; Juha Suomalainen; Eija Honkavaara (CoRR, 2025)