Rafal Doniec

According to our database, Rafal Doniec authored at least 14 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Machine Learning-Based Gesture Recognition Glove: Design and Implementation.

Anna Filipowska, Wojciech Filipowski, Pawel Raif, Marcin Pieniazek, Julia Bodak, Piotr Ferst, Kamil Pilarski, Szymon Siecinski, Rafal Doniec, Julia Mieszczanin, Emilia Skwarek, Katarzyna Bryzik, Maciej Henkel, Marcin Grzegorzek

Sensors, September, 2024

A Systematic Evaluation of Feature Encoding Techniques for Gait Analysis Using Multimodal Sensory Data.

Rimsha Fatima, Muhammad Hassan Khan, Muhammad Adeel Nisar, Rafal Doniec, Muhammad Shahid Farid, Marcin Grzegorzek

Sensors, 2024

2023

Acoustic signals from the knee.

Bartlomiej Sawaryn, Natalia Piaseczna, Szymon Siecinski, Rafal Doniec, Konrad Duraj, Dariusz Komorowski, Ewaryst Tkacz

Dataset, March, 2023

Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks.

Rafal Doniec, Justyna Konior, Szymon Siecinski, Artur Piet, Muhammad Tausif Irshad, Natalia Piaseczna, Md. Abid Hasan, Frédéric Li, Muhammad Adeel Nisar, Marcin Grzegorzek

Sensors, 2023

Classification of Recorded Electrooculographic Signals on Drive Activity for Assessing Four Kind of Driver Inattention by Bagged Trees Algorithm: A Pilot Study.

Rafal Doniec, Szymon Siecinski, Natalia Piaseczna, Konrad Duraj, Joanna Chwal, Maciej Gawlikowski, Ewaryst Tkacz

Proceedings of the Latest Developments and Challenges in Biomedical Engineering, 2023

Evaluation of Intoxication Level with EOG Analysis and Machine Learning: A Study on Driving Simulator.

Natalia Piaseczna, Konrad Duraj, Rafal Doniec, Ewaryst Tkacz

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

A Dataset for classification of road and types using EOG smart glasses.

Rafal Doniec, Natalia Piaseczna, Frédéric Li

Dataset, September, 2022

A Machine Learning Framework for Automated Accident Detection Based on Multimodal Sensors in Cars.

Hawzhin Hozhabr Pour, Frédéric Li, Lukas Wegmeth, Christian Trense, Rafal Doniec, Marcin Grzegorzek, Roland Wismüller

Sensors, 2022

Local Shape Preserving Deformations for Augmented Reality Assisted Laparoscopic Surgery.

Agnieszka Lach, Faisal Kalim, Christian Heiliger, Natalia Piaseczna, Matthias Grimm, Alexander Winkler, Olga Solyanik, Helena Kirr, Lena Hiendl, Ulrich Eck, Rafal Doniec, Nassir Navab, Konrad Karcz, Subhamoy Mandal

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Heartbeat Detection in Seismocardiograms with Semantic Segmentation.

Konrad Duraj, Szymon Siecinski, Rafal Doniec, Natalia Piaseczna, Pawel S. Kostka, Ewaryst J. Tkacz

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

The Assessment of the Condition of Knee Joint Surfaces with Acoustic Emission Analysis.

Bartlomiej Sawaryn, Natalia Piaseczna, Szymon Siecinski, Rafal Doniec, Konrad Duraj, Dariusz Komorowski, Ewaryst J. Tkacz

Sensors, 2021

Smartphone-Based Color Measurement of Tooth Shade Guide in Clinical Lighting Conditions.

Agnieszka Radziun, Rafal Doniec, Szymon Siecinski, Natalia Piaseczna, Katarzyna Mocny-Pachonska, Marta Cieslik-Wegemund, Konrad Duraj, Marta Tanasiewicz, Ewaryst Tkacz

Proceedings of the 16th Conference on Computer Science and Intelligence Systems, 2021

2020

Drivers' Activity Tracking With JINS MEME Smart Glasses.

Rafal Doniec, Konrad Duraj, Katarzyna Mocny-Pachonska, Natalia Piaseczna, Szymon Siecinski, Ewaryst Tkacz

Dataset, November, 2020

2019

The Stress Level Assessment Based on Socio-demographic and Gender Factors Among Polish and Taiwanese Female and Male Junior Dental Students.

Katarzyna Mocny-Pachonska, Rafal Doniec, Agata Trzcionka, Marta Lang, Marek Pachonski, Natalia Piaseczna, Szymon Siecinski, Henryk Twardawa, Marta Tanasiewicz

Proceedings of the Information and Software Technologies - 25th International Conference, 2019