Jukka Heikkonen
Orcid: 0000-0002-2468-5708
According to our database1,
Jukka Heikkonen
authored at least 100 papers
between 1992 and 2023.
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Bibliography
2023
A Comprehensive Study of Clustering-Based Techniques for Detecting Abnormal Vessel Behavior.
Remote. Sens., March, 2023
One, Five, and Ten-Shot-Based Meta-Learning for Computationally Efficient Head Pose Estimation.
Int. J. Embed. Real Time Commun. Syst., 2023
CNN-based Boreal Peatland Fertility Classification from Sentinel-1 and Sentinel-2 Imagery.
Proceedings of the IEEE International Symposium on Robotic and Sensors Environments, 2023
Proceedings of the 12th Mediterranean Conference on Embedded Computing, 2023
Sea Ice Concentration Estimation Via Fusion of Sentinel-1 and AMSR2 Based on Encoder-Decoder Architecture.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023
Ice-Water Segmentation Using Deep Convolutional Neural Network-Based Fusion Approach.
Proceedings of the 28th International Conference on Automation and Computing, 2023
Multistream Convolutional Neural Network Fusion for Pixel-wise Classification of Peatland.
Proceedings of the 26th International Conference on Information Fusion, 2023
Enhancing Minerals Prospects Mapping with Machine Learning: Addressing Imbalanced Geophysical Datasets and Data Visualization Approaches.
Proceedings of the 34th Conference of Open Innovations Association, 2023
Proceedings of the 2023 International Conference on Advances in Computing Research (ACR'23), 2023
2022
Image Quality Assessment by Integration of Low-level & High-Level Features: Threshold Similarity Index.
Proceedings of the 31st IEEE International Symposium on Industrial Electronics, 2022
Automated Testing and Resilience of Microservice's Network-link using Istio Service Mesh.
Proceedings of the 31st Conference of Open Innovations Association, 2022
Proceedings of the 31st Conference of Open Innovations Association, 2022
2021
An Overview of Federated Learning at the Edge and Distributed Ledger Technologies for Robotic and Autonomous Systems.
CoRR, 2021
Cooperative UWB-Based Localization for Outdoors Positioning and Navigation of UAVs aided by Ground Robots.
CoRR, 2021
Proceedings of the 7th IEEE World Forum on Internet of Things, 2021
DBA-Filter: A Dynamic Background Activity Noise Filtering Algorithm for Event Cameras.
Proceedings of the Intelligent Computing, 2021
Applications of UWB Networks and Positioning to Autonomous Robots and Industrial Systems.
Proceedings of the 10th Mediterranean Conference on Embedded Computing, 2021
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021
Proceedings of the 26th International Conference on Automation and Computing, 2021
Proceedings of the 18th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2021) / The 16th International Conference on Future Networks and Communications (FNC-2021) / The 11th International Conference on Sustainable Energy Information Technology, 2021
2020
IEEE Trans. Games, 2020
Remote. Sens., 2020
Localization in Unstructured Environments: Towards Autonomous Robots in Forests with Delaunay Triangulation.
Remote. Sens., 2020
Remote. Sens., 2020
CoRR, 2020
Utilizing remote sensing data in forest inventory sampling via Bayesian optimization.
CoRR, 2020
IEEE Access, 2020
IEEE Access, 2020
Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Trustworthiness. The PAAMS Collection, 2020
Asynchronous Corner Tracking Algorithm Based on Lifetime of Events for DAVIS Cameras.
Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020
Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020
Proceedings of the 14th International Conference on Signal Processing and Communication Systems, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
A Comparative Study of Deep Learning-based RGB-depth Fusion Methods for Object Detection.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020
Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020
Fusing LiDAR and Color Imagery for Object Detection using Convolutional Neural Networks.
Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020
Towards Real-Time Edge Detection for Event Cameras Based on Lifetime and Dynamic Slicing.
Proceedings of the International Conference on Artificial Intelligence and Computer Vision, 2020
2019
Innovative and Efficient Teaching Methodology for Digital Communication Systems Using an e-Learning Platform.
J. Commun., 2019
The spatial leave-pair-out cross-validation method for reliable AUC estimation of spatial classifiers.
Data Min. Knowl. Discov., 2019
Proceedings of the Artificial Intelligence XXXVI, 2019
Proceedings of the 13th IEEE International Symposium on Robotic and Sensors Environments, 2019
Deep Convolutional Neural Network-based Fusion of RGB and IR Images in Marine Environment.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019
Proceedings of the ISCSIC 2019: 3rd International Symposium on Computer Science and Intelligent Control, 2019
Proceedings of the Intelligent Transport Systems. From Research and Development to the Market Uptake, 2019
Proceedings of the Twelfth International Conference on Machine Vision, 2019
Visible and Infrared Image Fusion Framework based on RetinaNet for Marine Environment.
Proceedings of the 22th International Conference on Information Fusion, 2019
Proceedings of the IEEE International Conference on Artificial Intelligence Circuits and Systems, 2019
2018
An Efficient Multi-sensor Fusion Approach for Object Detection in Maritime Environments.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018
Proceedings of the 27th IEEE International Symposium on Industrial Electronics, 2018
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018
Proceedings of the 20th International Conference on Advanced Communication Technology, 2018
2017
Estimating the prediction performance of spatial models via spatial k-fold cross validation.
Int. J. Geogr. Inf. Sci., 2017
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017
Proceedings of the Thirteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE-17), 2017
2016
CoRR, 2016
Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016
Proceedings of the Pattern Recognition Applications and Methods, 2016
Proceedings of the IEEE Conference on Computational Intelligence and Games, 2016
Proceedings of the IEEE Conference on Computational Intelligence and Games, 2016
2015
Proceedings of the 2015 International Conference on Image Processing Theory, 2015
Proceedings of the KMIS 2015, 2015
2014
Proceedings of the Artificial Intelligence Applications and Innovations, 2014
Arctic Soil Hydraulic Conductivity and Soil Type Recognition Based on Aerial Gamma-Ray Spectroscopy and Topographical Data.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Knowledge Management Problems in Hospital Work - A Case Study on Experiences in the Obstetrics and Gynaecology Department.
Proceedings of the KMIS 2014, 2014
Proceedings of the KDIR 2014 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Rome, Italy, 21, 2014
Proceedings of the European Project Space on Computational Intelligence, 2014
2013
Proceedings of the Classification and Data Mining, 2013
2008
Information System Process Innovation Evolution Paths.
Proceedings of the ICEIS 2008, 2008
2007
EURASIP J. Bioinform. Syst. Biol., 2007
Proceedings of the 15th European Signal Processing Conference, 2007
2006
IEEE Trans. Signal Process., 2006
2003
Comput. Networks, 2003
2002
A local neural classifier for the recognition of EEG patterns associated to mental tasks.
IEEE Trans. Neural Networks, 2002
On the Alignment of Transmission Electron Microscope Images without Fiducial Markers.
Proceedings of the 16th International Conference on Pattern Recognition, 2002
2001
Temporal Kohonen Map and the Recurrent Self-Organizing Map: Analytical and Experimental Comparison.
Neural Process. Lett., 2001
Multi-resolution matching of uncalibrated images utilizing epipolar geometry and its uncertainty.
Proceedings of the 2001 International Conference on Image Processing, 2001
Optimal Method for the Affine F-Matrix and Its Uncertainty Estimation in the Sense of both Noise and Outliers.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001
Proceedings of the Artificial Neural Networks, 2001
2000
Pattern Recognit. Lett., 2000
A New Robust Bayesian Method for the Affine F-Matrix Estimation.
Proceedings of the 5th International Fall Workshop on Vision Modeling and Visualization, 2000
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2000), 2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Evaluating the Performance of Three Feature Sets for Brain-Computer Interfaces with an Early Stopping MLP Committee.
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Analytical comparison of the Temporal Kohonen Map and the Recurrent Self Organizing Map.
Proceedings of the 8th European Symposium on Artificial Neural Networks, 2000
1999
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999
1998
Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1998
Proceedings of the 6th European Symposium on Artificial Neural Networks, 1998
1997
Proceedings of the Artificial Neural Networks, 1997
1996
Pattern Recognit. Lett., 1996
Pattern Recognit. Lett., 1996
1995
Recovering 3-D motion parameters from optical flow field using randomized Hough transform.
Pattern Recognit. Lett., 1995
1994
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
1993
Recovering Translational Motion Parameters from Image Sequences Using Randomized Hough Transform.
Proceedings of the Computer Analysis of Images and Patterns, 5th International Conference, 1993
1992
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992