Sakari Tuominen

12 papers C 1Journal 9Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Enhancing forest inventory Accuracy: Comparing 3D-CNN and k-NN with genetic algorithm Approaches using ALS data across boreal bioregions. Comput. Electron. Agric. Andras Balazs, Sakari Tuominen, Annika Kangas
2025	J	`jnl`	Peatland pixel-level classification via multispectral, multiresolution and multisensor data using convolutional neural network. Ecol. Informatics Luca Zelioli, Fahimeh Farahnakian, Maarit Middleton, Timo P. Pitkänen, Sakari Tuominen, Paavo Nevalainen, Jonne Pohjankukka, Jukka Heikkonen
2024	J	`jnl`	Automatized Sentinel-2 mosaicking for large area forest mapping. Int. J. Appl. Earth Obs. Geoinformation Timo P. Pitkänen, Andras Balazs, Sakari Tuominen
2023	C	`conf`	Multistream Convolutional Neural Network Fusion for Pixel-wise Classification of Peatland. FUSION Fahimeh Farahnakian, Luca Zelioli, Timo P. Pitkänen, Jonne Pohjankukka, Maarit Middleton, Sakari Tuominen, Paavo Nevalainen, Jukka Heikkonen
2020	J	`jnl`	Chlorophyll Concentration Retrieval by Training Convolutional Neural Network for Stochastic Model of Leaf Optical Properties (SLOP) Inversion. Remote. Sens. Leevi Annala, Eija Honkavaara, Sakari Tuominen, Ilkka Pölönen
2020	J	`jnl`	Utilizing remote sensing data in forest inventory sampling via Bayesian optimization. CoRR Jonne Pohjankukka, Sakari Tuominen, Jukka Heikkonen
2018	J	`jnl`	Assessment of Classifiers and Remote Sensing Features of Hyperspectral Imagery and Stereo-Photogrammetric Point Clouds for Recognition of Tree Species in a Forest Area of High Species Diversity. Remote. Sens. Sakari Tuominen, Roope Näsi, Eija Honkavaara, Andras Balazs, Teemu Hakala, Niko Viljanen, Ilkka Pölönen, Heikki Saari, Harri Ojanen
2018	—	`conf`	Tree Species Identification Using 3D Spectral Data and 3D Convolutional Neural Network. WHISPERS Ilkka Pölönen, Leevi Annala, Samuli Rahkonen, Olli Nevalainen, Eija Honkavaara, Sakari Tuominen, Niko Viljanen, Teemu Hakala
2017	J	`jnl`	Individual Tree Detection and Classification with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging. Remote. Sens. Olli Nevalainen, Eija Honkavaara, Sakari Tuominen, Niko Viljanen, Teemu Hakala, Xiaowei Yu, Juha Hyyppä, Heikki Saari, Ilkka Pölönen, Nilton Nobuhiro Imai, Antonio M. G. Tommaselli
2011	J	`jnl`	Comparison of Grid-Based and Segment-Based Estimation of Forest Attributes Using Airborne Laser Scanning and Digital Aerial Imagery. Remote. Sens. Sakari Tuominen, Reija Haapanen
2010	J	`jnl`	Comparing Accuracy of Airborne Laser Scanning and TerraSAR-X Radar Images in the Estimation of Plot-Level Forest Variables. Remote. Sens. Markus Holopainen, Reija Haapanen, Mika Karjalainen, Mikko Vastaranta, Juha Hyyppä, Xiaowei Yu, Sakari Tuominen, Hannu Hyyppä
2009	—	`conf`	Accuracy of High-Resolution Radar Images in the Estimation of Plot-Level Forest Variables. AGILE Conf. Markus Holopainen, Sakari Tuominen, Mika Karjalainen, Juha Hyyppä, Mikko Vastaranta, Hannu Hyyppä