Mikko Vastaranta

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 17

Top Topics

Convolutional Neural Networks

Top Venues

ISPRS Int. J. Geo Inf.

IEEE Trans. Geosci. Remote. Sens.

Publications

Einari Heinaro, Topi Tanhuanpää, Mikko Vastaranta, Tuomas Yrttimaa, Antero Kukko, Teemu Hakala, Teppo Mattsson, Markus Holopainen
Evaluating Factors Impacting Fallen Tree Detection from Airborne Laser Scanning Point Clouds. Remote. Sens. 15 (2) (2023)
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) (2023)
Maryam Poorazimy, Ghasem Ronoud, Xiaowei Yu, Ville Luoma, Juha Hyyppä, Ninni Saarinen, Ville Kankare, Mikko Vastaranta
Feasibility of Bi-Temporal Airborne Laser Scanning Data in Detecting Species-Specific Individual Tree Crown Growth of Boreal Forests. Remote. Sens. 14 (19) (2022)
Ghasem Ronoud, Maryam Poorazimy, Tuomas Yrttimaa, Ville Luoma, Saija Huuskonen, Jari Hynynen, Juha Hyyppä, Ninni Saarinen, Ville Kankare, Mikko Vastaranta
Terrestrial Laser Scanning in Assessing the Effect of Different Thinning Treatments on the Competition of Scots Pine (Pinus sylvestris L.) Forests. Remote. Sens. 14 (20) (2022)
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) (2022)
Midhun Mohan, Gabriella Richardson, Gopika Gopan, Matthew Mehdi Aghai, Shaurya Bajaj, G. A. Pabodha Galgamuwa, Mikko Vastaranta, Pavithra S. Pitumpe Arachchige, Lot Amorós, Ana Paula Dalla Corte, Sergio de-Miguel, Rodrigo Vieira Leite, Mahlatse Kganyago, Eben North Broadbent, Willie Doaemo, Mohammed Abdullah Bin Shorab, Adrián Cardil
UAV-Supported Forest Regeneration: Current Trends, Challenges and Implications. Remote. Sens. 13 (13) (2021)
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) (2020)
Tuomas Yrttimaa, Ville Luoma, Ninni Saarinen, Ville Kankare, Samuli Junttila, Markus Holopainen, Juha Hyyppä, Mikko Vastaranta
Structural Changes in Boreal Forests Can Be Quantified Using Terrestrial Laser Scanning. Remote. Sens. 12 (17) (2020)
Eric Hyyppä, Xiaowei Yu, Harri Kaartinen, Teemu Hakala, Antero Kukko, Mikko Vastaranta, Juha Hyyppä
Comparison of Backpack, Handheld, Under-Canopy UAV, and Above-Canopy UAV Laser Scanning for Field Reference Data Collection in Boreal Forests. Remote. Sens. 12 (20) (2020)
Mohammad Imangholiloo, Ninni Saarinen, Markus Holopainen, Xiaowei Yu, Juha Hyyppä, Mikko Vastaranta
Using Leaf-Off and Leaf-On Multispectral Airborne Laser Scanning Data to Characterize Seedling Stands. Remote. Sens. 12 (20) (2020)
Atte Saukkola, Timo Melkas, Kirsi Riekki, Sanna Sirparanta, Jussi Peuhkurinen, Markus Holopainen, Juha Hyyppä, Mikko Vastaranta
Predicting Forest Inventory Attributes Using Airborne Laser Scanning, Aerial Imagery, and Harvester Data. Remote. Sens. 11 (7) (2019)
Tuomas Yrttimaa, Ninni Saarinen, Ville Kankare, Xinlian Liang, Juha Hyyppä, Markus Holopainen, Mikko Vastaranta
Investigating the Feasibility of Multi-Scan Terrestrial Laser Scanning to Characterize Tree Communities in Southern Boreal Forests. Remote. Sens. 11 (12) (2019)
Joanne C. White, Ninni Saarinen, Michael A. Wulder, Ville Kankare, Txomin Hermosilla, Nicholas C. Coops, Markus Holopainen, Juha Hyyppä, Mikko Vastaranta
Assessing spectral measures of post-harvest forest recovery with field plot data. Int. J. Appl. Earth Obs. Geoinformation 80 (2019)
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) (2018)
Jiri Pyörälä, Xinlian Liang, Mikko Vastaranta, Ninni Saarinen, Ville Kankare, Yunsheng Wang, Markus Holopainen, Juha Hyyppä
Quantitative Assessment of Scots Pine (Pinus Sylvestris L.) Whorl Structure in a Forest Environment Using Terrestrial Laser Scanning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (10) (2018)
Samuli Junttila, Mikko Vastaranta, Xinlian Liang, Harri Kaartinen, Antero Kukko, Sanna Kaasalainen, Markus Holopainen, Hannu Hyyppä, Juha Hyyppä
Measuring Leaf Water Content with Dual-Wavelength Intensity Data from Terrestrial Laser Scanners. Remote. Sens. 9 (1) (2017)
Xiaowei Yu, Juha Hyyppä, Paula Litkey, Harri Kaartinen, Mikko Vastaranta, Markus Holopainen
Single-Sensor Solution to Tree Species Classification Using Multispectral Airborne Laser Scanning. Remote. Sens. 9 (2) (2017)
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) (2015)
Juho-Pekka Virtanen, Hannu Hyyppä, Ali Kämäräinen, Tommi Hollström, Mikko Vastaranta, Juha Hyyppä
Intelligent Open Data 3D Maps in a Collaborative Virtual World. ISPRS Int. J. Geo Inf. 4 (2) (2015)
Samuli Junttila, Sanna Kaasalainen, Mikko Vastaranta, Teemu Hakala, Olli Nevalainen, Markus Holopainen
Investigating Bi-Temporal Hyperspectral Lidar Measurements from Declined Trees - Experiences from Laboratory Test. Remote. Sens. 7 (10) (2015)
Ville Luoma, Topi Tanhuanpää, Markus Holopainen, Mikko Vastaranta, Ninni Saarinen, Ville Kankare, Juha Hyyppä
Allocating tree crown pruning with ALS-data - A case study in the city of Helsinki. JURSE (2015)
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) (2015)
Topi Tanhuanpää, Ville Kankare, Mikko Vastaranta, Ninni Saarinen, Markus Holopainen, Juha Raisio
Deriving canopy metrics of urban trees from airborne laser scanning data. JURSE (2015)
Mikko Vastaranta, Markus Holopainen, Mika Karjalainen, Ville Kankare, Juha Hyyppä, Sanna Kaasalainen
TerraSAR-X Stereo Radargrammetry and Airborne Scanning LiDAR Height Metrics in Imputation of Forest Aboveground Biomass and Stem Volume. IEEE Trans. Geosci. Remote. Sens. 52 (2) (2014)
Mikko Vastaranta, Ninni Saarinen, Ville Kankare, Markus Holopainen, Harri Kaartinen, Juha Hyyppä, Hannu Hyyppä
Multisource Single-Tree Inventory in the Prediction of Tree Quality Variables and Logging Recoveries. Remote. Sens. 6 (4) (2014)
Mikko Vastaranta, Mikko T. Niemi, Mika Karjalainen, Jussi Peuhkurinen, Ville Kankare, Juha Hyyppä, Markus Holopainen
Prediction of Forest Stand Attributes Using TerraSAR-X Stereo Imagery. Remote. Sens. 6 (4) (2014)
Jari Vauhkonen, Teemu Hakala, Juha Suomalainen, Sanna Kaasalainen, Olli Nevalainen, Mikko Vastaranta, Markus Holopainen, Juha Hyyppä
Classification of Spruce and Pine Trees Using Active Hyperspectral LiDAR. IEEE Geosci. Remote. Sens. Lett. 10 (5) (2013)
Pasi Raumonen, Mikko Kaasalainen, Markku Åkerblom, Sanna Kaasalainen, Harri Kaartinen, Mikko Vastaranta, Markus Holopainen, Mathias Disney, Philip Lewis
Fast Automatic Precision Tree Models from Terrestrial Laser Scanner Data. Remote. Sens. 5 (2) (2013)
Ninni Saarinen, Mikko Vastaranta, Matti Vaaja, Eliisa Lotsari, Anttoni Jaakkola, Antero Kukko, Harri Kaartinen, Markus Holopainen, Hannu Hyyppä, Petteri Alho
Area-Based Approach for Mapping and Monitoring Riverine Vegetation Using Mobile Laser Scanning. Remote. Sens. 5 (10) (2013)
Ville Kankare, Mikko Vastaranta, Markus Holopainen, Minna Räty, Xiaowei Yu, Juha Hyyppä, Hannu Hyyppä, Petteri Alho, Risto Viitala
Retrieval of Forest Aboveground Biomass and Stem Volume with Airborne Scanning LiDAR. Remote. Sens. 5 (5) (2013)
Mikko Vastaranta, Tuula Kantola, Päivi Lyytikäinen-Saarenmaa, Markus Holopainen, Ville Kankare, Michael A. Wulder, Juha Hyyppä, Hannu Hyyppä
Area-Based Mapping of Defoliation of Scots Pine Stands Using Airborne Scanning LiDAR. Remote. Sens. 5 (3) (2013)
Xinlian Liang, Paula Litkey, Juha Hyyppä, Harri Kaartinen, Mikko Vastaranta, Markus Holopainen
Automatic Stem Mapping Using Single-Scan Terrestrial Laser Scanning. IEEE Trans. Geosci. Remote. Sens. 50 (2) (2012)
Harri Kaartinen, Juha Hyyppä, Xiaowei Yu, Mikko Vastaranta, Hannu Hyyppä, Antero Kukko, Markus Holopainen, Christian Heipke, Manuela Hirschmugl, Felix Morsdorf, Erik Næsset, Juho Pitkänen, Sorin C. Popescu, Svein Solberg, Bernd-Michael Wolf, Jee-Cheng Wu
An International Comparison of Individual Tree Detection and Extraction Using Airborne Laser Scanning. Remote. Sens. 4 (4) (2012)
Juha Hyyppä, Xiaowei Yu, Hannu Hyyppä, Mikko Vastaranta, Markus Holopainen, Antero Kukko, Harri Kaartinen, Anttoni Jaakkola, Matti Vaaja, Jarkko Koskinen, Petteri Alho
Advances in Forest Inventory Using Airborne Laser Scanning. Remote. Sens. 4 (5) (2012)
Mikko Vastaranta, Markus Holopainen, Mika Karjalainen, Ville Kankare, Juha Hyyppä, Sanna Kaasalainen, Hannu Hyyppä
SAR radargrammetry and scanning LiDAR in predicting forest canopy height. IGARSS (2012)
Markus Holopainen, Mikko Vastaranta, Ville Kankare, Hannu Hyyppä, Matti Vaaja, Juha Hyyppä, Xinlian Liang, Paula Litkey, Xiaowei Yu, Harri Kaartinen, Antero Kukko, Sanna Kaasalainen, Anttoni Jaakkola
The use of ALS, TLS and VLS measurements in mapping and monitoring urban trees. JURSE (2011)
Mikko Vastaranta, Markus Holopainen, Xiaowei Yu, Juha Hyyppä, Antti Mäkinen, Jussi Rasinmäki, Timo Melkas, Harri Kaartinen, Hannu Hyyppä
Effects of Individual Tree Detection Error Sources on Forest Management Planning Calculations. Remote. Sens. 3 (8) (2011)
Markus Holopainen, Reija Haapanen, Mika Karjalainen, Mikko Vastaranta, Juha Hyyppä, Xiaowei Yu, Sakari Tuominen, Hannu Hyyppä
Comparing Accuracy of Airborne Laser Scanning and TerraSAR-X Radar Images in the Estimation of Plot-Level Forest Variables. Remote. Sens. 2 (2) (2010)
Tuula Kantola, Mikko Vastaranta, Xiaowei Yu, Päivi Lyytikäinen-Saarenmaa, Markus Holopainen, Mervi Talvitie, Sanna Kaasalainen, Svein Solberg, Juha Hyyppä
Classification of Defoliated Trees Using Tree-Level Airborne Laser Scanning Data Combined with Aerial Images. Remote. Sens. 2 (12) (2010)
Xiaowei Yu, Juha Hyyppä, Markus Holopainen, Mikko Vastaranta
Comparison of Area-Based and Individual Tree-Based Methods for Predicting Plot-Level Forest Attributes. Remote. Sens. 2 (6) (2010)
Markus Holopainen, Sakari Tuominen, Mika Karjalainen, Juha Hyyppä, Mikko Vastaranta, Hannu Hyyppä
Accuracy of High-Resolution Radar Images in the Estimation of Plot-Level Forest Variables. AGILE Conf. (2009)