DeepFake knee osteoarthritis X-rays from generative adversarial neural networks deceive medical experts and offer augmentation potential to automatic classification
Prezja, Fabi, Paloneva, Juha, Pölönen, Ilkka, Niinimäki, Esko, Äyrämö, Sami
Published in Scientific reports (03.11.2022)
Published in Scientific reports (03.11.2022)
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Processing and Assessment of Spectrometric, Stereoscopic Imagery Collected Using a Lightweight UAV Spectral Camera for Precision Agriculture
Honkavaara, Eija, Saari, Heikki, Kaivosoja, Jere, Pölönen, Ilkka, Hakala, Teemu, Litkey, Paula, Mäkynen, Jussi, Pesonen, Liisa
Published in Remote sensing (Basel, Switzerland) (01.10.2013)
Published in Remote sensing (Basel, Switzerland) (01.10.2013)
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Individual Tree Detection and Classification with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging
Nevalainen, Olli, Honkavaara, Eija, Tuominen, Sakari, Viljanen, Niko, Hakala, Teemu, Yu, Xiaowei, Hyyppä, Juha, Saari, Heikki, Pölönen, Ilkka, Imai, Nilton, Tommaselli, Antonio
Published in Remote sensing (Basel, Switzerland) (01.03.2017)
Published in Remote sensing (Basel, Switzerland) (01.03.2017)
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A Do-It-Yourself Hyperspectral Imager Brought to Practice with Open-Source Python
Riihiaho, Kimmo Aukusti, Eskelinen, Matti Aleksanteri, Pölönen, Ilkka
Published in Sensors (Basel, Switzerland) (04.02.2021)
Published in Sensors (Basel, Switzerland) (04.02.2021)
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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
Tuominen, Sakari, Näsi, Roope, Honkavaara, Eija, Balazs, Andras, Hakala, Teemu, Viljanen, Niko, Pölönen, Ilkka, Saari, Heikki, Ojanen, Harri
Published in Remote sensing (Basel, Switzerland) (05.05.2018)
Published in Remote sensing (Basel, Switzerland) (05.05.2018)
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FPI Based Hyperspectral Imager for the Complex Surfaces-Calibration, Illumination and Applications
Raita-Hakola, Anna-Maria, Annala, Leevi, Lindholm, Vivian, Trops, Roberts, Näsilä, Antti, Saari, Heikki, Ranki, Annamari, Pölönen, Ilkka
Published in Sensors (Basel, Switzerland) (29.04.2022)
Published in Sensors (Basel, Switzerland) (29.04.2022)
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Hyperspectral Imaging Reveals Spectral Differences and Can Distinguish Malignant Melanoma from Pigmented Basal Cell Carcinomas: A Pilot Study
Räsänen, Janne, Salmivuori, Mari, Pölönen, Ilkka, Grönroos, Mari, Neittaanmäki, Noora
Published in Acta dermato-venereologica (19.02.2021)
Published in Acta dermato-venereologica (19.02.2021)
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Non-invasive monitoring of microalgae cultivations using hyperspectral imager
Pääkkönen, Salli, Pölönen, Ilkka, Raita-Hakola, Anna-Maria, Carneiro, Mariana, Cardoso, Helena, Mauricio, Dinis, Rodrigues, Alexandre Miguel Cavaco, Salmi, Pauliina
Published in Journal of applied phycology (01.08.2024)
Published in Journal of applied phycology (01.08.2024)
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Estimating Grass Sward Quality and Quantity Parameters Using Drone Remote Sensing with Deep Neural Networks
Karila, Kirsi, Alves Oliveira, Raquel, Ek, Johannes, Kaivosoja, Jere, Koivumäki, Niko, Korhonen, Panu, Niemeläinen, Oiva, Nyholm, Laura, Näsi, Roope, Pölönen, Ilkka, Honkavaara, Eija
Published in Remote sensing (Basel, Switzerland) (01.06.2022)
Published in Remote sensing (Basel, Switzerland) (01.06.2022)
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Estimating Tree Health Decline Caused by Ips typographus L. from UAS RGB Images Using a Deep One-Stage Object Detection Neural Network
Kanerva, Heini, Honkavaara, Eija, Näsi, Roope, Hakala, Teemu, Junttila, Samuli, Karila, Kirsi, Koivumäki, Niko, Alves Oliveira, Raquel, Pelto-Arvo, Mikko, Pölönen, Ilkka, Tuviala, Johanna, Östersund, Madeleine, Lyytikäinen-Saarenmaa, Päivi
Published in Remote sensing (Basel, Switzerland) (01.12.2022)
Published in Remote sensing (Basel, Switzerland) (01.12.2022)
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