Jukka Heikkonen

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 74

Top Venues

Publications

Rammi Das, Rupesh Raj Karn, Jukka Heikkonen, Rajeev Kumar Kanth
TNEST: Training Sparse Neural Network for FPGA Based Edge Application. ACR (2024)
Jatin Kumar Chaudhary, Ivan Jambor, Hannu J. Aronen, Otto Ettala, Jani Saunavaara, Peter J. Boström, Jukka Heikkonen, Rajeev Kumar Kanth, Harri Merisaari
Cross-Vendor Reproducibility of Radiomics-based Machine Learning Models for Computer-aided Diagnosis. CoRR (2024)
Omid Jafari, Stanislav Kolosov, Nhan Vo, Asmita Thapa Magar, Jukka Heikkonen, Rajeev Kanth
Intelligent Traffic Light Solution for Green and Sustainable Smart City. MECO (2023)
Manoj Joshi, Dibakar Raj Pant, Jukka Heikkonen, Rajeev Kumar Kanth
One, Five, and Ten-Shot-Based Meta-Learning for Computationally Efficient Head Pose Estimation. Int. J. Embed. Real Time Commun. Syst. 14 (1) (2023)
Farshad Farahnakian, Fahimeh Farahnakian, Javad Sheikh, Paavo Nevalainen, Jukka Heikkonen
Short and Long Term Vessel Movement Prediction for Maritime Traffic. critis (2023)
Dipak Kumar Nidhi, Iiro Seppä, Fahimeh Farahnakian, Luca Zelioli, Jukka Heikkonen, Rajeev Kanth
Enhancing Minerals Prospects Mapping with Machine Learning: Addressing Imbalanced Geophysical Datasets and Data Visualization Approaches. FRUCT (2023)
Farshad Farahnakian, Florent Nicolas, Fahimeh Farahnakian, Paavo Nevalainen, Javad Sheikh, Jukka Heikkonen, Csaba Raduly-Baka
A Comprehensive Study of Clustering-Based Techniques for Detecting Abnormal Vessel Behavior. Remote. Sens. 15 (6) (2023)
Ravi Giri, Dibakar Raj Pant, Jukka Heikkonen, Rajeev Kanth
Hybrid Capsule Network for Hyperspectral Image Unmixing and Classification. ACR (2023)
Javad Sheikh, Fahimeh Farahnakian, Farshad Farahnakian, Jukka Heikkonen
Ice-Water Segmentation Using Deep Convolutional Neural Network-Based Fusion Approach. ICAC (2023)
Javad Sheikh, Fahimeh Farahnakian, Farshad Farahnakian, Jukka Heikkonen
Sea Ice Concentration Estimation Via Fusion of Sentinel-1 and AMSR2 Based on Encoder-Decoder Architecture. ITSC (2023)
Fahimeh Farahnakian, Luca Zelioli, Timo Pitkänen, Jonne Pohjankukka, Maarit Middleton, Sakari Tuominen, Paavo Nevalainen, Jukka Heikkonen
Multistream Convolutional Neural Network Fusion for Pixel-wise Classification of Peatland. FUSION (2023)
Fahimeh Farahnakian, Luca Zelioli, Maarit Middleton, Iiro Seppä, Timo P. Pitkänen, Jukka Heikkonen
CNN-based Boreal Peatland Fertility Classification from Sentinel-1 and Sentinel-2 Imagery. ROSE (2023)
Manoj Joshi, Dibakar Raj Pant, Rupesh Raj Karn, Jukka Heikkonen, Rajeev Kumar Kanth
Meta-Learning, Fast Adaptation, and Latent Representation for Head Pose Estimation. FRUCT (2022)
Jatin Kumar Chaudhary, Dibakar Raj Pant, Suresh Pokharel, Jukka-Pekka Skön, Jukka Heikkonen, Rajeev Kumar Kanth
Image Quality Assessment by Integration of Low-level & High-Level Features: Threshold Similarity Index. ISIE (2022)
Rupesh Raj Karn, Rammi Das, Dibakar Raj Pant, Jukka Heikkonen, Rajeev Kumar Kanth
Automated Testing and Resilience of Microservice's Network-link using Istio Service Mesh. FRUCT (2022)
Lassi Puurunen, Jatin Kumar Chaudhary, Rajeev Kumar Kanth, Jukka Heikkonen
Human Presence Detection with Thermal Sensor using Multilayer Perceptron Algorithm. WF-IoT (2021)
Fahimeh Farahnakian, Lauri Koivunen, Tuomas Mäkilä, Jukka Heikkonen
Towards Autonomous Industrial Warehouse Inspection. ICAC (2021)
Xianjia Yu, Jorge Peña Queralta, Jukka Heikkonen, Tomi Westerlund
An Overview of Federated Learning at the Edge and Distributed Ledger Technologies for Robotic and Autonomous Systems. CoRR (2021)
Xianjia Yu, Qingqing Li, Jorge Peña Queralta, Jukka Heikkonen, Tomi Westerlund
Applications of UWB Networks and Positioning to Autonomous Robots and Industrial Systems. CoRR (2021)
Xianjia Yu, Qingqing Li, Jorge Peña Queralta, Jukka Heikkonen, Tomi Westerlund
Cooperative UWB-Based Localization for Outdoors Positioning and Navigation of UAVs aided by Ground Robots. CoRR (2021)
Sherif Abdelmonem Sayed Mohamed, Jawad Naveed Yasin, Mohammad Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
DBA-Filter: A Dynamic Background Activity Noise Filtering Algorithm for Event Cameras. SAI (1) (2021)
Xianjia Yu, Qingqing Li, Jorge Peña Queralta, Jukka Heikkonen, Tomi Westerlund
Applications of UWB Networks and Positioning to Autonomous Robots and Industrial Systems. MECO (2021)
Xianjia Yu, Jorge Peña Queralta, Jukka Heikkonen, Tomi Westerlund
Federated Learning in Robotic and Autonomous Systems. FNC/MobiSPC (2021)
Paavo Nevalainen, Parisa Movahedi, Jorge Peña Queralta, Tomi Westerlund, Jukka Heikkonen
Long-Term Autonomy in Forest Environment using Self-Corrective SLAM. CoRR (2021)
Fahimeh Farahnakian, Luca Zelioli, Jukka Heikkonen
Transfer Learning for Maritime Vessel Detection using Deep Neural Networks. ITSC (2021)
Fahimeh Farahnakian, Jukka Heikkonen
Fusing LiDAR and Color Imagery for Object Detection using Convolutional Neural Networks. FUSION (2020)
Sherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
Towards Real-Time Edge Detection for Event Cameras Based on Lifetime and Dynamic Slicing. AICV (2020)
Jawad Naveed Yasin, Sherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
Navigation of Autonomous Swarm of Drones Using Translational Coordinates. PAAMS (2020)
Sherif Abdelmonem Sayed Mohamed, Jawad Naveed Yasin, Mohammad Hashem Haghbayan, Antonio Miele, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
Dynamic Resource-aware Corner Detection for Bio-inspired Vision Sensors. CoRR (2020)
Jawad N. Yasin, Sherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Muhammad Mehboob Yasin, Juha Plosila
Night vision obstacle detection and avoidance based on Bio-Inspired Vision Sensors. IEEE SENSORS (2020)
Jawad Naveed Yasin, Sherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
Unmanned Aerial Vehicles (UAVs): Collision Avoidance Systems and Approaches. IEEE Access 8 (2020)
Jawad Naveed Yasin, Sherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Muhammad Mehboob Yasin, Juha Plosila
Night vision obstacle detection and avoidance based on Bio-Inspired Vision Sensors. CoRR (2020)
Jawad Naveed Yasin, Sherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Muhammad Mehboob Yasin, Juha Plosila
Energy-Efficient Formation Morphing for Collision Avoidance in a Swarm of Drones. IEEE Access 8 (2020)
Sherif Abdelmonem Sayed Mohamed, Jawad Naveed Yasin, Mohammad Hashem Haghbayan, Antonio Miele, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
Dynamic Resource-Aware Corner Detection for Bio-Inspired Vision Sensors. ICPR (2020)
Fahimeh Farahnakian, Jukka Heikkonen
Deep Learning Based Multi-Modal Fusion Architectures for Maritime Vessel Detection. Remote. Sens. 12 (16) (2020)
Markus Viljanen, Antti Airola, Anne-Maarit Majanoja, Jukka Heikkonen, Tapio Pahikkala
Measuring Player Retention and Monetization Using the Mean Cumulative Function. IEEE Trans. Games 12 (1) (2020)
Paavo Nevalainen, Qingqing Li, Timo Melkas, Kirsi Riekki, Tomi Westerlund, Jukka Heikkonen
Navigation and Mapping in Forest Environment Using Sparse Point Clouds. Remote. Sens. 12 (24) (2020)
Sherif Abdelmonem Sayed Mohamed, Jawad Naveed Yasin, Mohammad Hashem Haghbayan, Antonio Miele, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
Asynchronous Corner Tracking Algorithm Based on Lifetime of Events for DAVIS Cameras. ISVC (1) (2020)
Sherif Abdelmonem Sayed Mohamed, Jawad Naveed Yasin, Mohammad Hashem Haghbayan, Antonio Miele, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
Asynchronous Corner Tracking Algorithm based on Lifetime of Events for DAVIS Cameras. CoRR (2020)
Jawad Naveed Yasin, Sherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Muhammad Mehboob Yasin, Juha Plosila
Dynamic Formation Reshaping Based on Point Set Registration in a Swarm of Drones. CoRR (2020)
Valentin Soloviev, Fahimeh Farahnakian, Luca Zelioli, Bogdan Iancu, Johan Lilius, Jukka Heikkonen
Comparing CNN-Based Object Detectors on Two Novel Maritime Datasets. ICME Workshops (2020)
Jonne Pohjankukka, Tapio Pahikkala, Paavo Nevalainen, Jukka Heikkonen
Estimating the Prediction Performance of Spatial Models via Spatial k-Fold Cross Validation. CoRR (2020)
Fahimeh Farahnakian, Jukka Heikkonen
A Comparative Study of Deep Learning-based RGB-depth Fusion Methods for Object Detection. ICMLA (2020)
Qingqing Li, Paavo Nevalainen, Jorge Peña Queralta, Jukka Heikkonen, Tomi Westerlund
Localization in Unstructured Environments: Towards Autonomous Robots in Forests with Delaunay Triangulation. CoRR (2020)
Fahimeh Farahnakian, Jukka Heikkonen
RGB-depth Fusion Framework for Object Detection in Autonomous Vehicles. ICSPCS (2020)
Qingqing Li, Paavo Nevalainen, Jorge Peña Queralta, Jukka Heikkonen, Tomi Westerlund
Localization in Unstructured Environments: Towards Autonomous Robots in Forests with Delaunay Triangulation. Remote. Sens. 12 (11) (2020)
Jonne Pohjankukka, Sakari Tuominen, Jukka Heikkonen
Utilizing remote sensing data in forest inventory sampling via Bayesian optimization. CoRR (2020)
Jatin Kumar Chaudhary, Jiaqing Liu, Jukka-Pekka Skon, Yen-Wei Chen, Rajeev Kumar Kanth, Jukka Heikkonen
Optimization of Silicon Tandem Solar Cells Using Artificial Neural Networks. SGAI Conf. (2019)
Sherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Tomi Westerlund, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
A Survey on Odometry for Autonomous Navigation Systems. IEEE Access 7 (2019)
Rajeev Kumar Kanth, Jukka-Pekka Skon, Arto Toppinen, Kari Lehtomäki, Mikko-Jussi Laakso, Jukka Heikkonen
Innovative and Efficient Teaching Methodology for Digital Communication Systems Using an e-Learning Platform. J. Commun. 14 (8) (2019)
Fahimeh Farahnakian, Jussi Poikonen, Markus Laurinen, Dimitrios Makris, Jukka Heikkonen
Visible and Infrared Image Fusion Framework based on RetinaNet for Marine Environment. FUSION (2019)
Fahimeh Farahnakian, Parisa Movahedi, Jussi Poikonen, Eero Lehtonen, Dimitrios Makris, Jukka Heikkonen
Comparative Analysis of Image Fusion Methods in Marine Environment. ROSE (2019)
Fahimeh Farahnakian, Jussi Poikonen, Markus Laurinen, Jukka Heikkonen
Deep Convolutional Neural Network-based Fusion of RGB and IR Images in Marine Environment. ITSC (2019)
Sherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Mohammed Rabah, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
Towards Dynamic Monocular Visual Odometry Based on an Event Camera and IMU Sensor. INTSYS (2019)
Antti Airola, Jonne Pohjankukka, Johanna Torppa, Maarit Middleton, Vesa Nykänen, Jukka Heikkonen, Tapio Pahikkala
The spatial leave-pair-out cross-validation method for reliable AUC estimation of spatial classifiers. Data Min. Knowl. Discov. 33 (3) (2019)
Zhuo Zou, Yi Jin, Paavo Nevalainen, Yuxiang Huan, Jukka Heikkonen, Tomi Westerlund
Edge and Fog Computing Enabled AI for IoT-An Overview. AICAS (2019)
Sherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
Monocular visual odometry based on hybrid parameterization. ICMV (2019)
Jawad Naveed Yasin, Mohammad Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
Formation Maintenance and Collision Avoidance in a Swarm of Drones. ISCSIC (2019)
Markus Viljanen, Antti Airola, Jukka Heikkonen, Tapio Pahikkala
Playtime Measurement With Survival Analysis. IEEE Trans. Games 10 (2) (2018)
Fahimeh Farahnakian, Mohammad Hashem Haghbayan, Jonne Poikonen, Markus Laurinen, Paavo Nevalainen, Jukka Heikkonen
Object Detection Based on Multi-sensor Proposal Fusion in Maritime Environment. ICMLA (2018)
Rajeev Kumar Kanth, Mikko-Jussi Laakso, Paavo Nevalainen, Jukka Heikkonen
Future Educational Technology with Big Data and Learning Analytics. ISIE (2018)
Fahimeh Farahnakian, Jukka Heikkonen
A deep auto-encoder based approach for intrusion detection system. ICACT (2018)
Mohammad Hashem Haghbayan, Fahimeh Farahnakian, Jonne Poikonen, Markus Laurinen, Paavo Nevalainen, Juha Plosila, Jukka Heikkonen
An Efficient Multi-sensor Fusion Approach for Object Detection in Maritime Environments. ITSC (2018)
Jonne Pohjankukka, Tapio Pahikkala, Paavo Nevalainen, Jukka Heikkonen
Estimating the prediction performance of spatial models via spatial k-fold cross validation. Int. J. Geogr. Inf. Sci. 31 (10) (2017)
Paavo Nevalainen, Ivan Jambor, Jonne Pohjankukka, Jukka Heikkonen, Tapio Pahikkala
Triangular Curvature Approximation of Surfaces - Filtering the Spurious Mode. ICPRAM (2017)
Paavo Nevalainen, Aura Salmivaara, Jari Ala-Ilomäki, Samuli Launiainen, Juuso Hiedanpää, Leena Finér, Tapio Pahikkala, Jukka Heikkonen
Estimating the Rut Depth by UAV Photogrammetry. Remote. Sens. 9 (12) (2017)
Markus Viljanen, Antti Airola, Jukka Heikkonen, Tapio Pahikkala
A/B-Test of Retention and Monetization Using the Cox Model. AIIDE (2017)
Markus Viljanen, Antti Airola, Jukka Heikkonen, Tapio Pahikkala
Playtime Measurement with Survival Analysis. CoRR (2017)
Vibhor Kumar, Jukka Heikkonen
Denoising with flexible histogram models on Minimum Description length principle. CoRR (2016)
Markus Viljanen, Antti Airola, Tapio Pahikkala, Jukka Heikkonen
Modelling user retention in mobile games. CIG (2016)
Paavo Nevalainen, M. Hashem Haghbayan, Antti Kauhanen, Jonne Pohjankukka, Mikko-Jussi Laakso, Jukka Heikkonen
Real-Time Swimmer Tracking on Sparse Camera Array. ICPRAM (Revised Selected Papers) (2016)
Paavo Nevalainen, Maarit Middleton, Raimo Sutinen, Jukka Heikkonen, Tapio Pahikkala
Detecting Terrain Stoniness From Airborne Laser Scanning Data. Remote. Sens. 8 (9) (2016)
Markus Viljanen, Antti Airola, Tapio Pahikkala, Jukka Heikkonen
User activity decay in mobile games determined by simple differential equations? CIG (2016)
Paavo Nevalainen, Antti Kauhanen, Csaba Raduly-Baka, Mikko-Jussi Laakso, Jukka Heikkonen
Video based Swimming Analysis for Fast Feedback. ICPRAM (2016)
Paavo Nevalainen, Maarit Middleton, Ilkka Kaate, Tapio Pahikkala, Raimo Sutinen, Jukka Heikkonen
Detecting stony areas based on ground surface curvature distribution. IPTA (2015)
Helvi Nyerwanire, Erja Mustonen-Ollila, Antti Valpas, Jukka Heikkonen
Knowledge Management Problems in Paediatrics and Paediatrics Neurology Departments. KMIS (2015)
Helvi Nyerwanire, Erja Mustonen-Ollila, Antti Valpas, Jukka Heikkonen
Knowledge Management Problems in Hospital Work - A Case Study on Experiences in the Obstetrics and Gynaecology Department. KMIS (2014)
Jonne Pohjankukka, Paavo Nevalainen, Tapio Pahikkala, Eija Hyvönen, Pekka Hänninen, Raimo Sutinen, Jari Ala-Ilomäki, Jukka Heikkonen
Predicting Water Permeability of the Soil Based on Open Data. AIAI (2014)
Jonne Pohjankukka, Paavo Nevalainen, Tapio Pahikkala, Pekka Hänninen, Eija Hyvönen, Raimo Sutinen, Jukka Heikkonen
Arctic Soil Hydraulic Conductivity and Soil Type Recognition Based on Aerial Gamma-Ray Spectroscopy and Topographical Data. ICPR (2014)
Erja Mustonen-Ollila, Antti Valpas, Jukka Heikkonen, Helvi Nyerwanire
Knowledge Management Theory Creation in Healthcare Environment. EPS (2014)
Erja Mustonen-Ollila, Jukka Heikkonen, Philip Powell
Actors and Factors in IS Process Innovation Decisions. KDIR (2014)
Erja Mustonen-Ollila, Jukka Heikkonen
Information System Process Innovation Evolution Paths. ICEIS (3-1) (2008)
Jorma Rissanen, Peter D. Grünwald, Jukka Heikkonen, Petri Myllymäki, Teemu Roos, Juho Rousu
Information Theoretic Methods for Bioinformatics. EURASIP J. Bioinform. Syst. Biol. 2007 (2007)
Janne Ojanen, Jukka Heikkonen
A soft thresholding approach for MDL denoising. EUSIPCO (2007)
Vibhor Kumar, Jukka Heikkonen, Jorma Rissanen, Kimmo Kaski
Minimum Description Length Denoising With Histogram Models. IEEE Trans. Signal Process. 54 (8) (2006)
Timo Koskela, Jukka Heikkonen, Kimmo Kaski
Web cache optimization with nonlinear model using object features. Comput. Networks 43 (6) (2003)
José del R. Millán, Josep Mouriño, Marco Franzé, Febo Cincotti, Markus Varsta, Jukka Heikkonen, Fabio Babiloni
A local neural classifier for the recognition of EEG patterns associated to mental tasks. IEEE Trans. Neural Networks 13 (3) (2002)
Sami S. Brandt, Jukka Heikkonen, Peter Engelhardt
On the Alignment of Transmission Electron Microscope Images without Fiducial Markers. ICPR (2) (2002)
Sami S. Brandt, Jukka Heikkonen
Optimal Method for the Affine F-Matrix and Its Uncertainty Estimation in the Sense of both Noise and Outliers. ICCV (2001)
Sami S. Brandt, Jukka Heikkonen
Multi-resolution matching of uncalibrated images utilizing epipolar geometry and its uncertainty. ICIP (2) (2001)
Markus Varsta, Jukka Heikkonen, Jouko Lampinen, José del R. Millán
Temporal Kohonen Map and the Recurrent Self-Organizing Map: Analytical and Experimental Comparison. Neural Process. Lett. 13 (3) (2001)
Timo Koskela, Jukka Heikkonen, Kimmo Kaski
Using Document Features to Optimize Web Cache. ICANN (2001)
José del R. Millán, Josep Mouriño, Fabio Babiloni, Febo Cincotti, Markus Varsta, Jukka Heikkonen
Local Neural Classifier for EEG-Based Recognition of Mental Tasks. IJCNN (3) (2000)
Sami S. Brandt, Jukka Heikkonen
A New Robust Bayesian Method for the Affine F-Matrix Estimation. VMV (2000)
Sami S. Brandt, Jukka Heikkonen
A Fully Automatic Alignment of Electron Tomography Images without Fiducial Markers. MVA (2000)
Markus Varsta, Jukka Heikkonen, José del R. Millán, Josep Mouriño
Evaluating the Performance of Three Feature Sets for Brain-Computer Interfaces with an Early Stopping MLP Committee. ICPR (2000)
Sami S. Brandt, Jukka Heikkonen
A Bayesian weighting principle for the fundamental matrix estimation. Pattern Recognit. Lett. 21 (12) (2000)
Markus Varsta, Jukka Heikkonen, Jouko Lampinen
Analytical comparison of the Temporal Kohonen Map and the Recurrent Self Organizing Map. ESANN (2000)
José del R. Millán, Josep Mouriño, Jukka Heikkonen, Kimmo Kaski, Fabio Babiloni, Maria Grazia Marciani, F. Topani, I. Canale
Adaptive Brain Interfaces. IWANN (2) (1999)
Timo Koskela, Markus Varsta, Jukka Heikkonen, Kimmo Kaski
Recurrent SOM with local linear models in time series prediction. ESANN (1998)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jukka Heikkonen