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Eija Honkavaara
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2020 – today
- 2024
- [i1]Julius Pesonen, Teemu Hakala, Väinö Karjalainen, Niko Koivumäki, Lauri Markelin, Anna-Maria Raita-Hakola, Juha Suomalainen, Ilkka Pölönen, Eija Honkavaara:
Detecting Wildfires on UAVs with Real-time Segmentation Trained by Larger Teacher Models. CoRR abs/2408.10843 (2024) - 2023
- [j48]Jaakko Oivukkamäki, Jon Atherton, Shan Xu, Anu Riikonen, Chao Zhang, Teemu Hakala, Eija Honkavaara, Albert Porcar-Castell:
Investigating Foliar Macro- and Micronutrient Variation with Chlorophyll Fluorescence and Reflectance Measurements at the Leaf and Canopy Scales in Potato. Remote. Sens. 15(10): 2498 (2023) - [j47]Ehsan Khoramshahi, Roope Näsi, Stefan Rua, Raquel Alves Oliveira, Axel Päivänsalo, Oiva Niemeläinen, Markku Niskanen, Eija Honkavaara:
A Novel Deep Multi-Image Object Detection Approach for Detecting Alien Barleys in Oat Fields Using RGB UAV Images. Remote. Sens. 15(14): 3582 (2023) - [j46]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, Päivi Lyytikäinen-Saarenmaa:
Comparison of Deep Neural Networks in the Classification of Bark Beetle-Induced Spruce Damage Using UAS Images. Remote. Sens. 15(20): 4928 (2023) - [j45]Mohammad Imangholiloo, Ville Luoma, Markus Holopainen, Mikko Vastaranta, Antti Mäkeläinen, Niko Koivumäki, Eija Honkavaara, Ehsan Khoramshahi:
A New Approach for Feeding Multispectral Imagery into Convolutional Neural Networks Improved Classification of Seedlings. Remote. Sens. 15(21): 5233 (2023) - [c9]Hannu Karvonen, Eija Honkavaara, Juha Röning, Vadym Kramar, Jukka Sassi:
Using a Semi-autonomous Drone Swarm to Support Wildfire Management - A Concept of Operations Development Study. HCI (8) 2023: 235-253 - 2022
- [j44]Luiz E. Christovam, Milton Hirokazu Shimabukuro, Maria de Lourdes Bueno Trindade Galo, Eija Honkavaara:
Pix2pix Conditional Generative Adversarial Network with MLP Loss Function for Cloud Removal in a Cropland Time Series. Remote. Sens. 14(1): 144 (2022) - [j43]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:
Multispectral Imagery Provides Benefits for Mapping Spruce Tree Decline Due to Bark Beetle Infestation When Acquired Late in the Season. Remote. Sens. 14(4): 909 (2022) - [j42]Kirsi Karila, Raquel Alves de Oliveira, Johannes Ek, Jere Kaivosoja, Niko Koivumäki, Panu Korhonen, Oiva Niemeläinen, Laura Nyholm, Roope Näsi, Ilkka Pölönen, Eija Honkavaara:
Estimating Grass Sward Quality and Quantity Parameters Using Drone Remote Sensing with Deep Neural Networks. Remote. Sens. 14(11): 2692 (2022) - [j41]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, Päivi Lyytikäinen-Saarenmaa:
Estimating Tree Health Decline Caused by Ips typographus L. from UAS RGB Images Using a Deep One-Stage Object Detection Neural Network. Remote. Sens. 14(24): 6257 (2022) - 2021
- [j40]Jere Kaivosoja, Juho Hautsalo, Jaakko Heikkinen, Lea Hiltunen, Pentti Ruuttunen, Roope Näsi, Oiva Niemeläinen, Madis Lemsalu, Eija Honkavaara, Jukka Salonen:
Reference Measurements in Developing UAV Systems for Detecting Pests, Weeds, and Diseases. Remote. Sens. 13(7): 1238 (2021) - [j39]Rorai Pereira Martins-Neto, Antonio Maria Garcia Tommaselli, Nilton Nobuhiro Imai, Hassan Camil David, Milto Miltiadou, Eija Honkavaara:
Identification of Significative LiDAR Metrics and Comparison of Machine Learning Approaches for Estimating Stand and Diversity Variables in Heterogeneous Brazilian Atlantic Forest. Remote. Sens. 13(13): 2444 (2021) - [j38]Pauli Putkiranta, Matti Kurkela, Matias Ingman, Aino Keitaanniemi, Aimad El Issaoui, Harri Kaartinen, Eija Honkavaara, Hannu Hyyppä, Juha Hyyppä, Matti T. Vaaja:
Performance Assessment of Reference Modelling Methods for Defect Evaluation in Asphalt Concrete. Sensors 21(24): 8190 (2021) - 2020
- [j37]Tuomas Yrttimaa, Ninni Saarinen, Ville Kankare, Niko Viljanen, Jari Hynynen, Saija Huuskonen, Markus Holopainen, Juha Hyyppä, Eija Honkavaara, Mikko Vastaranta:
Multisensorial Close-Range Sensing Generates Benefits for Characterization of Managed Scots Pine (Pinus sylvestris L.) Stands. ISPRS Int. J. Geo Inf. 9(5): 309 (2020) - [j36]Gabriela Takahashi Miyoshi, Nilton Nobuhiro Imai, Antonio Maria Garcia Tommaselli, Marcus Vinícius Antunes de Moraes, Eija Honkavaara:
Evaluation of Hyperspectral Multitemporal Information to Improve Tree Species Identification in the Highly Diverse Atlantic Forest. Remote. Sens. 12(2): 244 (2020) - [j35]Leevi Annala, Eija Honkavaara, Sakari Tuominen, Ilkka Pölönen:
Chlorophyll Concentration Retrieval by Training Convolutional Neural Network for Stochastic Model of Leaf Optical Properties (SLOP) Inversion. Remote. Sens. 12(2): 283 (2020) - [j34]Somayeh Nezami, Ehsan Khoramshahi, Olli Nevalainen, Ilkka Pölönen, Eija Honkavaara:
Tree Species Classification of Drone Hyperspectral and RGB Imagery with Deep Learning Convolutional Neural Networks. Remote. Sens. 12(7): 1070 (2020) - [j33]Gabriela Takahashi Miyoshi, Mauro dos Santos de Arruda, Lucas Prado Osco, José Marcato Junior, Diogo Nunes Gonçalves, Nilton Nobuhiro Imai, Antonio Maria Garcia Tommaselli, Eija Honkavaara, Wesley Nunes Gonçalves:
A Novel Deep Learning Method to Identify Single Tree Species in UAV-Based Hyperspectral Images. Remote. Sens. 12(8): 1294 (2020) - [j32]Ehsan Khoramshahi, Raquel Alves de Oliveira, Niko Koivumäki, Eija Honkavaara:
An Image-Based Real-Time Georeferencing Scheme for a UAV Based on a New Angular Parametrization. Remote. Sens. 12(19): 3185 (2020) - [c8]Shan Xu, Martha Arbayani Zaidan, Eija Honkavaara, Teemu Hakala, Niko Viljanen, Albert Porcar-Castell, Zhigang Liu, Jon Atherton:
On the Estimation of the Leaf Angle Distribution from Drone Based Photogrammetry. IGARSS 2020: 4379-4382 - [d1]Ninni Saarinen, Ville Kankare, Tuomas Yrttimaa, Niko Viljanen, Eija Honkavaara, Markus Holopainen, Juha Hyyppä, Saija Huuskonen, Jari Hynynen, Mikko Vastaranta:
Detailed point cloud data on stem size and shape of Scots pine trees. Zenodo, 2020
2010 – 2019
- 2019
- [j31]Mariana Batista Campos, Antonio Maria Garcia Tommaselli, Letícia Ferrari Castanheiro, Raquel Alves de Oliveira, Eija Honkavaara:
A Fisheye Image Matching Method Boosted by Recursive Search Space for Close Range Photogrammetry. Remote. Sens. 11(12): 1404 (2019) - [j30]Eija Honkavaara, Konstantinos Karantzalos, Xinlian Liang, Erica Nocerino, Ilkka Pölönen, Petri Rönnholm:
Editorial for the Special Issue "Frontiers in Spectral Imaging and 3D Technologies for Geospatial Solutions". Remote. Sens. 11(14): 1714 (2019) - [j29]Ehsan Khoramshahi, Mariana Batista Campos, Antonio Maria Garcia Tommaselli, Niko Viljanen, Teemu Mielonen, Harri Kaartinen, Antero Kukko, Eija Honkavaara:
Accurate Calibration Scheme for a Multi-Camera Mobile Mapping System. Remote. Sens. 11(23): 2778 (2019) - [j28]Antonio Maria Garcia Tommaselli, Lucas Dias Santos, Raquel Alves de Oliveira, Adilson Berveglieri, Nilton Nobuhiro Imai, Eija Honkavaara:
Refining the Interior Orientation of a Hyperspectral Frame Camera With Preliminary Bands Co-Registration. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(7): 2097-2106 (2019) - [j27]Adilson Berveglieri, Antonio Maria Garcia Tommaselli, Lucas Dias Santos, Eija Honkavaara:
Bundle Adjustment of a Time-Sequential Spectral Camera Using Polynomial Models. IEEE Trans. Geosci. Remote. Sens. 57(11): 9252-9263 (2019) - 2018
- [j26]Eija Honkavaara, Ehsan Khoramshahi:
Radiometric Correction of Close-Range Spectral Image Blocks Captured Using an Unmanned Aerial Vehicle with a Radiometric Block Adjustment. Remote. Sens. 10(2): 256 (2018) - [j25]Ninni Saarinen, Mikko Vastaranta, Roope Näsi, Tomi Rosnell, Teemu Hakala, Eija Honkavaara, Michael A. Wulder, Ville Luoma, Antonio M. G. Tommaselli, Nilton Nobuhiro Imai, Eduardo A. W. Ribeiro, Raul B. Guimarães, Markus Holopainen, Juha Hyyppä:
Assessing Biodiversity in Boreal Forests with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging. Remote. Sens. 10(2): 338 (2018) - [j24]Sakari Tuominen, Roope Näsi, Eija Honkavaara, Andras Balazs, Teemu Hakala, Niko Viljanen, Ilkka Pölönen, Heikki Saari, Harri Ojanen:
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. 10(5): 714 (2018) - [j23]Roope Näsi, Niko Viljanen, Jere Kaivosoja, Katja Alhonoja, Teemu Hakala, Lauri Markelin, Eija Honkavaara:
Estimating Biomass and Nitrogen Amount of Barley and Grass Using UAV and Aircraft Based Spectral and Photogrammetric 3D Features. Remote. Sens. 10(7): 1082 (2018) - [j22]Helge Aasen, Eija Honkavaara, Arko Lucieer, Pablo J. Zarco-Tejada:
Quantitative Remote Sensing at Ultra-High Resolution with UAV Spectroscopy: A Review of Sensor Technology, Measurement Procedures, and Data Correction Workflows. Remote. Sens. 10(7): 1091 (2018) - [j21]Juha Suomalainen, Teemu Hakala, Raquel Alves de Oliveira, Lauri Markelin, Niko Viljanen, Roope Näsi, Eija Honkavaara:
A Novel Tilt Correction Technique for Irradiance Sensors and Spectrometers On-Board Unmanned Aerial Vehicles. Remote. Sens. 10(12): 2068 (2018) - [j20]Mariana Batista Campos, Antonio M. G. Tommaselli, Eija Honkavaara, Fabricio dos Santos Prol, Harri Kaartinen, Aimad El Issaoui, Teemu Hakala:
A Backpack-Mounted Omnidirectional Camera with Off-the-Shelf Navigation Sensors for Mobile Terrestrial Mapping: Development and Forest Application. Sensors 18(3): 827 (2018) - [j19]Teemu Hakala, Lauri Markelin, Eija Honkavaara, Barry Scott, Theo Theocharous, Olli Nevalainen, Roope Näsi, Juha Suomalainen, Niko Viljanen, Claire Greenwell, Nigel Fox:
Direct Reflectance Measurements from Drones: Sensor Absolute Radiometric Calibration and System Tests for Forest Reflectance Characterization. Sensors 18(5): 1417 (2018) - [c7]Antonio Maria Garcia Tommaselli, Lucas Dias Santos, Raquel Alves de Oliveira, Eija Honkavaara:
Refining the Geometric Calibration of a Hiperspectral Frame Camera with Preliminary Bands Coregistration. IGARSS 2018: 6468-6471 - [c6]Jon Atherton, Alasdair MacArthur, Teemu Hakala, Kadmiel Maseyk, Iain Robinson, Weiwei Liu, Eija Honkavaara, Albert Porcar-Castell:
Drone Measurements of Solar-Induced Chlorophyll Fluorescence Acquired with a Low-Weight DFOV Spectrometer System. IGARSS 2018: 8834-8836 - [c5]Ilkka Pölönen, Leevi Annala, Samuli Rahkonen, Olli Nevalainen, Eija Honkavaara, Sakari Tuominen, Niko Viljanen, Teemu Hakala:
Tree Species Identification Using 3D Spectral Data and 3D Convolutional Neural Network. WHISPERS 2018: 1-5 - 2017
- [j18]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:
Individual Tree Detection and Classification with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging. Remote. Sens. 9(3): 185 (2017) - [j17]Ville V. Lehtola, Harri Kaartinen, Andreas Nüchter, Risto Kaijaluoto, Antero Kukko, Paula Litkey, Eija Honkavaara, Tomi Rosnell, Matti T. Vaaja, Juho-Pekka Virtanen, Matti Kurkela, Aimad El Issaoui, Lingli Zhu, Anttoni Jaakkola, Juha Hyyppä:
Comparison of the Selected State-Of-The-Art 3D Indoor Scanning and Point Cloud Generation Methods. Remote. Sens. 9(8): 796 (2017) - [j16]Adilson Berveglieri, Antonio M. G. Tommaselli, Xinlian Liang, Eija Honkavaara:
Vertical Optical Scanning with Panoramic Vision for Tree Trunk Reconstruction. Sensors 17(12): 2791 (2017) - [c4]Jere Kaivosoja, Roope Näsi, Teemu Hakala, Niko Viljanen, Eija Honkavaara:
Different Remote Sensing Data in Relative Biomass Determination and in Precision Fertilization Task Generation for Cereal Crops. HAICTA (Revised Selected Papers) 2017: 164-176 - [c3]Jere Kaivosoja, Roope Näsi, Teemu Hakala, Niko Viljanen, Eija Honkavaara:
Applying Different Remote Sensing Data to Determine Relative Biomass Estimations of Cereals for Precision Fertilization Task Generation. HAICTA 2017: 670-680 - 2016
- [j15]Adilson Berveglieri, Antonio Maria Garcia Tommaselli, Nilton Nobuhiro Imai, Eduardo Augusto Werneck Ribeiro, Raul B. Guimarães, Eija Honkavaara:
Identification of Successional Stages and Cover Changes of Tropical Forest Based on Digital Surface Model Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(12): 5385-5397 (2016) - [j14]Eija Honkavaara, Matti A. Eskelinen, Ilkka Pölönen, Heikki Saari, Harri Ojanen, Rami Mannila, Christer Holmlund, Teemu Hakala, Paula Litkey, Tomi Rosnell, Niko Viljanen, Merja Pulkkanen:
Remote Sensing of 3-D Geometry and Surface Moisture of a Peat Production Area Using Hyperspectral Frame Cameras in Visible to Short-Wave Infrared Spectral Ranges Onboard a Small Unmanned Airborne Vehicle (UAV). IEEE Trans. Geosci. Remote. Sens. 54(9): 5440-5454 (2016) - 2015
- [j13]Kimmo Nurminen, Paula Litkey, Eija Honkavaara, Mikko Vastaranta, Markus Holopainen, Päivi Lyytikäinen-Saarenmaa, Tuula Kantola, Minna Lyytikäinen:
Automation Aspects for the Georeferencing of Photogrammetric Aerial Image Archives in Forested Scenes. Remote. Sens. 7(2): 1565-1593 (2015) - [j12]Roope Näsi, Eija Honkavaara, Päivi Lyytikäinen-Saarenmaa, Minna Blomqvist, Paula Litkey, Teemu Hakala, Niko Viljanen, Tuula Kantola, Topi Tanhuanpää, Markus Holopainen:
Using UAV-Based Photogrammetry and Hyperspectral Imaging for Mapping Bark Beetle Damage at Tree-Level. Remote. Sens. 7(11): 15467-15493 (2015) - [j11]Xiaowei Yu, Juha Hyyppä, Mika Karjalainen, Kimmo Nurminen, Kirsi Karila, Mikko Vastaranta, Ville Kankare, Harri Kaartinen, Markus Holopainen, Eija Honkavaara, Antero Kukko, Anttoni Jaakkola, Xinlian Liang, Yunsheng Wang, Hannu Hyyppä, Masato Katoh:
Comparison of Laser and Stereo Optical, SAR and InSAR Point Clouds from Air- and Space-Borne Sources in the Retrieval of Forest Inventory Attributes. Remote. Sens. 7(12): 15933-15954 (2015) - [j10]Xinlian Liang, Yunsheng Wang, Anttoni Jaakkola, Antero Kukko, Harri Kaartinen, Juha Hyyppä, Eija Honkavaara, Jingbin Liu:
Forest Data Collection Using Terrestrial Image-Based Point Clouds From a Handheld Camera Compared to Terrestrial and Personal Laser Scanning. IEEE Trans. Geosci. Remote. Sens. 53(9): 5117-5132 (2015) - 2014
- [j9]Ehsan Khoramshahi, Eija Honkavaara, Juha Hyyppä, Petri Myllymäki:
Passive Localization of a Robot Using Multiple-View Geometry. Int. J. Robotics Appl. Technol. 2(2): 20-36 (2014) - [j8]Xinlian Liang, Anttoni Jaakkola, Yunsheng Wang, Juha Hyyppä, Eija Honkavaara, Jingbin Liu, Harri Kaartinen:
The Use of a Hand-Held Camera for Individual Tree 3D Mapping in Forest Sample Plots. Remote. Sens. 6(7): 6587-6603 (2014) - [c2]Stephanie Delalieux, Dries Raymaekers, Kris Nackaerts, Eija Honkavaara, Jussi Soukkamäki, Jacob Van Den Borne:
High spatial and spectral remote sensing for detailed mapping of potato plant parameters. WHISPERS 2014: 1-4 - 2013
- [j7]Eija Honkavaara, Paula Litkey, Kimmo Nurminen:
Automatic Storm Damage Detection in Forests Using High-Altitude Photogrammetric Imagery. Remote. Sens. 5(3): 1405-1424 (2013) - [j6]Eija Honkavaara, Heikki Saari, Jere Kaivosoja, Ilkka Pölönen, Teemu Hakala, Paula Litkey, Jussi Mäkynen, Liisa Pesonen:
Processing and Assessment of Spectrometric, Stereoscopic Imagery Collected Using a Lightweight UAV Spectral Camera for Precision Agriculture. Remote. Sens. 5(10): 5006-5039 (2013) - [j5]Yi Lin, Juha Hyyppä, Tomi Rosnell, Anttoni Jaakkola, Eija Honkavaara:
Development of a UAV-MMS-Collaborative Aerial-to-Ground Remote Sensing System - A Preparatory Field Validation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(4): 1893-1898 (2013) - [c1]Lauri Markelin, Eija Honkavaara, Tuure Takala, Petri Pellikka:
Calibration and validation of hyperspectral imagery using a permanent test field. WHISPERS 2013: 1-4 - 2012
- [j4]Tomi Rosnell, Eija Honkavaara:
Point Cloud Generation from Aerial Image Data Acquired by a Quadrocopter Type Micro Unmanned Aerial Vehicle and a Digital Still Camera. Sensors 12(1): 453-480 (2012) - 2011
- [j3]Ville Heikkinen, Ilkka Korpela, Timo Tokola, Eija Honkavaara, Jussi Parkkinen:
An SVM Classification of Tree Species Radiometric Signatures Based on the Leica ADS40 Sensor. IEEE Trans. Geosci. Remote. Sens. 49(11): 4539-4551 (2011) - 2010
- [j2]Eija Honkavaara, Teemu Hakala, Jouni Peltoniemi, Juha Suomalainen, Eero Ahokas, Lauri Markelin:
Analysis of Properties of Reflectance Reference Targets for Permanent Radiometric Test Sites of High Resolution Airborne Imaging Systems. Remote. Sens. 2(8): 1892-1917 (2010)
2000 – 2009
- 2009
- [j1]Eija Honkavaara, Román Arbiol, Lauri Markelin, Lucas Martínez, Michael Cramer, Stéphane Bovet, Laure Chandelier, Risto Ilves, Sascha Klonus, Paul Marshal, Daniel Schläpfer, Mark Tabor, Christian Thom, Nikolaj Veje:
Digital Airborne Photogrammetry - A New Tool for Quantitative Remote Sensing? - A State-of-the-Art Review On Radiometric Aspects of Digital Photogrammetric Images. Remote. Sens. 1(3): 577-605 (2009)
Coauthor Index
aka: Raquel Alves Oliveira
aka: Antonio Maria Garcia Tommaselli
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