Paavo Nevalainen
PhD
paavo.nevalainen@utu.fi Office: Agora 452B Reception at Mondays on 12-12:00 ORCID identifier: https://orcid.org/0000-0002-7646-929X |
Areas of expertise
point cloud registration, open natural resource data, videometrics, sensor fusion
point cloud registration, open natural resource data, videometrics, sensor fusion
Biography
Worked hard on various fields, now soon to be retired!
Publications
- A Comprehensive Study of Clustering-Based Techniques for Detecting Abnormal Vessel Behavior (2023)
- Remote Sensing
(Refereed journal article or data article (A1)) - Multistream Convolutional Neural Network Fusion for Pixel-wise Classification of Peatland (2023) 2023 26th International Conference on Information Fusion (FUSION) Farahnakian Fahimeh, Zelioli Luca, Pitkänen Timo, Pohjankukka Jonne, Middleton Maarit, Tuominen Sakari, Nevalainen Paavo, Heikkonen Jukka
(Refereed article in conference proceedings (A4)) - Real-Time Military Tank Detection Using YOLOv5 Implemented on Raspberry Pi (2023) 2023 the 4th International Conference on Artificial Intelligence, Robotics and Control (AIRC 2023) Jafarzadeh Pouya, Zelioli Luca, Farahnakian Fahimeh, Nevalainen Paavo, Heikkonen Jukka, Hemminki Petteri, Andersson Christian
(Refereed article in conference proceedings (A4)) - Abnormal Behaviour Detection by Using Machine Learning-Based Approaches in the Marine Environment: A Literature Survey (2022) 2022 International Conference on Electrical, Computer and Energy Technologies (ICECET) Farahnakian Farshad, Heikkonen Jukka, Nevalainen Paavo
(Refereed article in conference proceedings (A4)) - Long-Term Autonomy in Forest Environment Using Self-Corrective SLAM (2022) New Developments and Environmental Applications of Drones: Proceedings of FinDrones 2020 Nevalainen Paavo, Movahedi Parisa, Peña Queralta Jorge, Westerlund Tomi, Heikkonen Jukka
(Refereed article in conference proceedings (A4)) - Pose Estimation of Hurdles Athletes using OpenPose (2021) 2021 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) Jafarzadeh Pouya, Virjonen Petra, Nevalainen Paavo, Farahnakian Fahimeh, Heikkonen Jukka
(Refereed article in conference proceedings (A4)) - Localization in Unstructured Environments: Towards Autonomous Robots in Forests with Delaunay Triangulation (2020)
- Remote Sensing
(Refereed journal article or data article (A1)) - Machine learning-based mapping of micro-topographic earthquake-induced paleo Pulju moraines and liquefaction spreads from a digital elevation model acquired through laser scanning (2020)
- Geomorphology
(Refereed journal article or data article (A1)) - Navigation and Mapping in Forest Environment Using Sparse Point Clouds (2020)
- Remote Sensing
(Refereed journal article or data article (A1)) - Pattern recognition of LiDAR data and sediment anisotropy advocate a polygenetic subglacial mass-flow origin for the Kemijärvi hummocky moraine field in northern Finland (2020)
- Geomorphology
(Refereed journal article or data article (A1)) - Towards dynamic forest trafficability prediction using open spatial data, hydrological modelling and sensor technology (2020)
- Forestry
(Refereed journal article or data article (A1)) - Edge and Fog Computing Enabled AI for IoT-An Overview (2019) 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) Zhuo Zou, Yi Jin, Paavo Nevalainen, Yuxiang Huan, Jukka Heikkonen, Tomi Westerlund
(Refereed article in conference proceedings (A4)) - Potentials of big data for integrated territorial policy development in the European growth corridors (Big Data & EGC)
– Steps towards data-driven corridor governance. Targeted Analysis. Practical Guide. (2019) Helka Kalliomäki, Ira Ahokas, Nicolas Balcom Raleigh, Jukka Heikkonen, Pekko Lindblom, Paavo Nevalainen, Ville Keränen, Siiri Silm, Anto Aasa
(Published development or research report or study (D4)) - Potentials of big data for integrated territorial policy development in the European growth corridors (Big Data & EGC). Targeted Analysis. Executive Summary (2019) Helka Kalliomäki, Ira Ahokas, Nicolas Balcom Raleigh, Jukka Heikkonen, Pekko Lindblom, Paavo Nevalainen, Ville Keränen, Siiri Silm, Anto Aasa
(Published development or research report or study (D4)) - Potentials of big data for integrated territorial policy development in the European growth corridors (Big Data & EGC). Targeted Analysis. Synthesis Report (2019) Helka Kalliomäki, Ira Ahokas, Nicolas Balcom Raleigh, Jukka Heikkonen, Pekko Lindblom, Paavo Nevalainen, Ville Keränen, Siiri Silm, Anto Aasa
(Published development or research report or study (D4)) - Potentials of Big Data for Integrated Territorial Policy Development in the European Growth Corridors (Bigdata): Targeted Analysis. Final Main Report (2019) Helka Kalliomäki, Jukka Vahlo, Ira Ahokas, Nicolas Balcom Raleigh, Jukka Heikkonen, Pekko Lindblom, Ville Keränen, Paavo Nevalainen, Siiri Silm, Anto Aasa
(Published development or research report or study (D4)) - An Efficient Multi-sensor Fusion Approach for Object Detection in Maritime Environments (2018)
- Proceedings of the IEEE international conference on intelligent transportation systems
(Refereed article in conference proceedings (A4)) - Future Educational Technology with Big Data and Learning Analytics (2018)
- Proceedings of the IEEE International Symposium on Industrial Electronics
(Refereed article in conference proceedings (A4)) - Geometric data understanding : deriving case specific features (2018) Nevalainen Paavo
(Doctoral dissertation (article) (G5)) - Image Analysis and Development of Graphical User Interface for Pole Vault Action (2018)
- Journal of image and graphics
(Refereed journal article or data article (A1))