A Comprehensive Study of Clustering-Based Techniques for Detecting Abnormal Vessel Behavior
Farahnakian, Farshad, Nicolas, Florent, Farahnakian, Fahimeh, Nevalainen, Paavo, Sheikh, Javad, Heikkonen, Jukka, Raduly-Baka, Csaba
Published in Remote sensing (Basel, Switzerland) (01.03.2023)
Published in Remote sensing (Basel, Switzerland) (01.03.2023)
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Journal Article
Navigation and Mapping in Forest Environment Using Sparse Point Clouds
Nevalainen, Paavo, Li, Qingqing, Melkas, Timo, Riekki, Kirsi, Westerlund, Tomi, Heikkonen, Jukka
Published in Remote sensing (Basel, Switzerland) (01.12.2020)
Published in Remote sensing (Basel, Switzerland) (01.12.2020)
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Journal Article
Estimating the Rut Depth by UAV Photogrammetry
Nevalainen, Paavo, Salmivaara, Aura, Ala-Ilomäki, Jari, Launiainen, Samuli, Hiedanpää, Juuso, Finér, Leena, Pahikkala, Tapio, Heikkonen, Jukka
Published in Remote sensing (Basel, Switzerland) (01.12.2017)
Published in Remote sensing (Basel, Switzerland) (01.12.2017)
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Journal Article
Detecting Terrain Stoniness From Airborne Laser Scanning Data
Nevalainen, Paavo, Middleton, Maarit, Sutinen, Raimo, Heikkonen, Jukka, Pahikkala, Tapio
Published in Remote sensing (Basel, Switzerland) (01.09.2016)
Published in Remote sensing (Basel, Switzerland) (01.09.2016)
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Journal Article
Pattern recognition of LiDAR data and sediment anisotropy advocate a polygenetic subglacial mass-flow origin for the Kemijärvi hummocky moraine field in northern Finland
Middleton, Maarit, Nevalainen, Paavo, Hyvönen, Eija, Heikkonen, Jukka, Sutinen, Raimo
Published in Geomorphology (Amsterdam, Netherlands) (01.08.2020)
Published in Geomorphology (Amsterdam, Netherlands) (01.08.2020)
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Journal Article
Machine learning-based mapping of micro-topographic earthquake-induced paleo-Pulju moraines and liquefaction spreads from a digital elevation model acquired through laser scanning
Middleton, Maarit, Heikkonen, Jukka, Nevalainen, Paavo, Hyvönen, Eija, Sutinen, Raimo
Published in Geomorphology (Amsterdam, Netherlands) (01.06.2020)
Published in Geomorphology (Amsterdam, Netherlands) (01.06.2020)
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Journal Article
Towards dynamic forest trafficability prediction using open spatial data, hydrological modelling and sensor technology
Salmivaara, Aura, Launiainen, Samuli, Perttunen, Jari, Nevalainen, Paavo, Pohjankukka, Jonne, Ala-Ilomäki, Jari, Sirén, Matti, Laurén, Ari, Tuominen, Sakari, Uusitalo, Jori, Pahikkala, Tapio, Heikkonen, Jukka, Finér, Leena
Published in Forestry (London) (06.10.2020)
Published in Forestry (London) (06.10.2020)
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Journal Article
High-resolution harvester data for estimating rolling resistance and forest trafficability
Salmivaara, Aura, Holmström, Eero, Kulju, Sampo, Ala-Ilomäki, Jari, Virjonen, Petra, Nevalainen, Paavo, Heikkonen, Jukka, Launiainen, Samuli
Published in European journal of forest research (09.07.2024)
Published in European journal of forest research (09.07.2024)
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Journal Article
Wheel rut measurements by forest machine-mounted LiDAR sensors - accuracy and potential for operational applications?
Salmivaara, Aura, Miettinen, Mikko, Finér, Leena, Launiainen, Samuli, Korpunen, Heikki, Tuominen, Sakari, Heikkonen, Jukka, Nevalainen, Paavo, Sirén, Matti, Ala-Ilomäki, Jari, Uusitalo, Jori
Published in International journal of forest engineering (02.01.2018)
Published in International journal of forest engineering (02.01.2018)
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Journal Article
Abnormal Behaviour Detection by Using Machine Learning-Based Approaches in the Marine Environment: A Literature Survey
Farahnakian, Farshad, Heikkonen, Jukka, Nevalainen, Paavo
Published in 2022 International Conference on Electrical, Computer and Energy Technologies (ICECET) (20.07.2022)
Published in 2022 International Conference on Electrical, Computer and Energy Technologies (ICECET) (20.07.2022)
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Conference Proceeding
Arctic Soil Hydraulic Conductivity and Soil Type Recognition Based on Aerial Gamma-Ray Spectroscopy and Topographical Data
Pohjankukka, Jonne, Nevalainen, Paavo, Pahikkala, Tapio, Hanninen, Pekka, Hyvonen, Eija, Sutinen, Raimo, Heikkonen, Jukka
Published in 2014 22nd International Conference on Pattern Recognition (01.08.2014)
Published in 2014 22nd International Conference on Pattern Recognition (01.08.2014)
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Conference Proceeding
Real-Time Military Tank Detection Using YOLOv5 Implemented on Raspberry Pi
Jafarzadeh, Pouya, Zelioli, Luca, Farahnakian, Fahimeh, Nevalainen, Paavo, Heikkonen, Jukka, Hemminki, Petteri, Andersson, Christian
Published in 2023 4th International Conference on Artificial Intelligence, Robotics and Control (AIRC) (09.05.2023)
Published in 2023 4th International Conference on Artificial Intelligence, Robotics and Control (AIRC) (09.05.2023)
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Conference Proceeding
Pose Estimation of Hurdles Athletes using OpenPose
Jafarzadeh, Pouya, Virjonen, Petra, Nevalainen, Paavo, Farahnakian, Fahimeh, Heikkonen, Jukka
Published in 2021 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) (07.10.2021)
Published in 2021 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) (07.10.2021)
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Conference Proceeding
Ship Movement Prediction Using k-NN Method
Virjonen, Petra, Nevalainen, Paavo, Pahikkala, Tapio, Heikkonen, Jukka
Published in 2018 Baltic Geodetic Congress (BGC Geomatics) (01.06.2018)
Published in 2018 Baltic Geodetic Congress (BGC Geomatics) (01.06.2018)
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Conference Proceeding
Multistream Convolutional Neural Network Fusion for Pixel-wise Classification of Peatland
Farahnakian, Fahimeh, Zelioli, Luca, Pitkanen, Timo, Pohjankukka, Jonne, Middleton, Maarit, Tuominen, Sakari, Nevalainen, Paavo, Heikkonen, Jukka
Published in 2023 26th International Conference on Information Fusion (FUSION) (28.06.2023)
Published in 2023 26th International Conference on Information Fusion (FUSION) (28.06.2023)
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Conference Proceeding
Edge and Fog Computing Enabled AI for IoT-An Overview
Zou, Zhuo, Jin, Yi, Nevalainen, Paavo, Huan, Yuxiang, Heikkonen, Jukka, Westerlund, Tomi
Published in 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) (01.03.2019)
Published in 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) (01.03.2019)
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Conference Proceeding