Jacek Ruminski

According to our database, Jacek Ruminski authored at least 96 papers between 2001 and 2024.

Collaborative distances:

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

2024

Evaluating the Use of Edge Device Towards Fall Detection in Smart City Environment.

Tomasz Ludwisiak, Magdalena Mazur-Milecka, Tomasz Kocejko, Jacek Ruminski, Kang-Hyun Jo

Proceedings of the International Workshop on Intelligent Systems, 2024

Evaluating the Use of Edge Devices for Detection and Tracking of Vehicles in Smart City Environment.

Tomasz Kocejko, Tomasz Neumann, Magdalena Mazur-Milecka, Natalia Kowalczyk, Jacek Ruminski, Kang-Hyun Jo, Milosz Kaszynski, Tomasz Ludwisiak

Proceedings of the International Workshop on Intelligent Systems, 2024

Domain adaptation for inpainting-based face recognition studies.

Kamil Kopryk, Milena Sobotka, Jacek Ruminski, Paulina Leszczelowska

Proceedings of the 16th International Conference on Human System Interaction, 2024

Data Domain Adaptation in Federated Learning in the Breast Mammography Image Classification Problem.

Lukasz Erimus, Aleksandra Borowska, Adrian Jaromin, Agnieszka Lewko, Jacek Ruminski

Proceedings of the 16th International Conference on Human System Interaction, 2024

Driver fatigue detection method based on facial image analysis.

S. Cichocka, Jacek Ruminski

Proceedings of the 16th International Conference on Human System Interaction, 2024

AI-Powered Cleaning Robot: A Sustainable Approach to Waste Management.

Johan Carcamo, Ahmad Shehada, Arda Candas, Nirav Vaghasiya, Murad Abdullayev, Andrii Melnyk, Jacek Ruminski

Proceedings of the 16th International Conference on Human System Interaction, 2024

2023

Thermal Image Processing for Respiratory Estimation from Cubical Data with Expandable Depth.

Maciej Szankin, Alicja Kwasniewska, Jacek Ruminski

J. Imaging, 2023

Mask Detection and Classification in Thermal Face Images.

Natalia Kowalczyk, Jacek Ruminski

CoRR, 2023

Mask Detection and Classification in Thermal Face Images.

Natalia Kowalczyk, Milena Sobotka, Jacek Ruminski

IEEE Access, 2023

Preeclampsia Risk Prediction Using Machine Learning Methods Trained on Synthetic Data.

Magdalena Mazur-Milecka, Natalia Kowalczyk, Kinga Jaguszewska, Dorota Zamkowska, Dariusz Wójcik, Krzysztof Preis, Henriette Skov, Stefan Rahr Wagner, Puk Sandager, Milena Sobotka, Jacek Ruminski

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

Detection of People Swimming in Water Reservoirs with the Use of Multimodal Imaging and Machine Learning.

Jakub Konert, Adam Dradrach, Jacek Ruminski

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

Driver's Condition Detection System Using Multimodal Imaging and Machine Learning Algorithms.

Paulina Leszczelowska, Maria Bollin, Karol Lempkowski, Mateusz Zak, Jacek Ruminski

Proceedings of the Advances in Computational Intelligence, 2023

Federated Learning in Healthcare Industry: Mammography Case Study.

Krystian Zielinski, Natalia Kowalczyk, Tomasz Kocejko, Magdalena Mazur-Milecka, Tomasz Neumann, Jacek Ruminski

Proceedings of the IEEE International Conference on Industrial Technology, 2023

Multimodal camera for pedestrian detection with deep learning models.

Adam Dradrach, Jakub Konert, Jacek Ruminski

Proceedings of the IEEE International Conference on Industrial Technology, 2023

Respiratory Rate Estimation Based on Detected Mask Area in Thermal Images.

Natalia Kowalczyk, Jacek Ruminski

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Using convolutional neural networks for corneal arcus detection towards familial hypercholesterolemia screening.

Tomasz Kocejko, Jacek Ruminski, Magdalena Mazur-Milecka, Marzena Romanowska-Kocejko, Krzysztof Chlebus, Kang-Hyun Jo

J. King Saud Univ. Comput. Inf. Sci., 2022

Multi-task Video Enhancement for Dental Interventions.

Efklidis Katsaros, Piotr Kopa Ostrowski, Krzysztof Wlódarczak, Emilia Lewandowska, Jacek Ruminski, Damian Siupka-Mróz, Lukasz Lassmann, Anna Jezierska, Daniel Wesierski

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Using Disparity Map for Moving Object Position Estimation in Pan Tilt Camera Images.

Tomasz Kocejko, Jacek Ruminski, Kang-Hyun Jo

Proceedings of the International Workshop on Intelligent Systems, 2022

Human System Interaction in Review: Advancing the Artificial Intelligence Transformation.

Daswin De Silva, Rashmika Nawaratne, Jacek Ruminski, Aleksander Malinowski, Milos Manic

Proceedings of the 15th International Conference on Human System Interaction, 2022

Optimal placement of IMU sensor for the detection of children activity.

Magdalena Madej, Jacek Ruminski

Proceedings of the 15th International Conference on Human System Interaction, 2022

Preferred Benchmarking Criteria for Systematic Taxonomy of Embedded Platforms (STEP) in Human System Interaction Systems.

Alicja Kwasniewska, Sharath Raghava, Carlos Dávila, Mikael Sevenier, David Gamba, Jacek Ruminski

Proceedings of the 15th International Conference on Human System Interaction, 2022

AITP - AI Thermal Pedestrians Dataset.

A. Górska, P. Guzal, I. Namiotko, Aleksandra Wedolowska, M. Wloszczynska, Jacek Ruminski

Proceedings of the 15th International Conference on Human System Interaction, 2022

Pedestrian detection in low-resolution thermal images.

A. Górska, P. Guzal, I. Namiotko, Aleksandra Wedolowska, M. Wloszczynska, Jacek Ruminski

Proceedings of the 15th International Conference on Human System Interaction, 2022

2021

Face with Mask Detection in Thermal Images Using Deep Neural Networks.

Natalia Glowacka, Jacek Ruminski

Sensors, 2021

A survey of neural networks usage for intrusion detection systems.

Anna Drewek-Ossowicka, Mariusz Pietrolaj, Jacek Ruminski

J. Ambient Intell. Humaniz. Comput., 2021

Study of Multi-Class Classification Algorithms' Performance on Highly Imbalanced Network Intrusion Datasets.

Viktoras Bulavas, Virginijus Marcinkevicius, Jacek Ruminski

Informatica, 2021

Fully Automated AI-powered Contactless Cough Detection based on Pixel Value Dynamics Occurring within Facial Regions.

Maciej Szankin, Alicja Kwasniewska, Natalia Glowacka, Jacek Ruminski, Rey Nicolas, David Gamba

Proceedings of the 14th International Conference on Human System Interaction, 2021

Smart city and fire detection using thermal imaging.

Magdalena Mazur-Milecka, Natalia Glowacka, Mariusz Kaczmarek, Adam Bujnowski, Milosz Kaszynski, Jacek Ruminski

Proceedings of the 14th International Conference on Human System Interaction, 2021

Improving Accuracy of Respiratory Rate Estimation by Restoring High Resolution Features With Transformers and Recursive Convolutional Models.

Alicja Kwasniewska, Maciej Szankin, Jacek Ruminski, Anthony Sarah, David Gamba

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Super-resolved thermal imagery for high-accuracy facial areas detection and analysis.

Alicja Kwasniewska, Jacek Ruminski, Maciej Szankin, Mariusz Kaczmarek

Eng. Appl. Artif. Intell., 2020

Design aspects of a low-cost prosthetic arm for people with severe movement disabilities.

Tomasz Kocejko, Radoslaw Weglerski, Tomasz Zubowicz, Jacek Ruminski, Jerzy Wtorek, Krzysztof Arminski

Proceedings of the 13th International Conference on Human System Interaction, 2020

Neural network based algorithm for hand gesture detection in a low-cost microprocessor applications.

Tomasz Kocejko, Filip Brzezinski, Artur Polinski, Jacek Ruminski, Jerzy Wtorek

Proceedings of the 13th International Conference on Human System Interaction, 2020

2019

Deep Learning Optimization for Edge Devices: Analysis of Training Quantization Parameters.

Alicja Kwasniewska, Maciej Szankin, Mateusz Ozga, Jason Wolfe, Arun Das, Adam Zajac, Jacek Ruminski, Paul Rad

Proceedings of the IECON 2019, 2019

Influence of Thermal Imagery Resolution on Accuracy of Deep Learning based Face Recognition.

Maciej Szankin, Alicja Kwasniewska, Jacek Ruminski

Proceedings of the 12th International Conference on Human System Interaction, 2019

Detection of the Oocyte Orientation for the ICSI Method Automation.

Magdalena Mazur-Milecka, Emilia Kaczmarczyk, Lukasz Wróbel, Patryk Przybylski, Marika Trudnowska, Aleksandra Podwojcik, Monika Jagiello, Krzysztof Lukaszuk, Jacek Ruminski

Proceedings of the 12th International Conference on Human System Interaction, 2019

Using Eye-tracking to get information on the skills acquisition by the radiology residents.

Tomasz Kocejko, Tomasz Gorycki, Artur Polinski, Adam Bujnowski, Mariusz Kaczmarek, Jacek Ruminski, Antoni Nowakowski, Jerzy Wtorek

Proceedings of the 12th International Conference on Human System Interaction, 2019

The influence of image masks definition on segmentation results of histopathological images using convolutional neural network.

Kamil Janczyk, Tomasz Neumann, Jacek Ruminski

Proceedings of the 12th International Conference on Human System Interaction, 2019

Evaluation of Facial Pulse Signals using Deep Neural Net Models.

Jacek Ruminski, Alicja Kwasniewska, Maciej Szankin, Tomasz Kocejko, Magdalena Mazur-Milecka

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Evaluating Accuracy of Respiratory Rate Estimation from Super Resolved Thermal Imagery.

Alicja Kwasniewska, Maciej Szankin, Jacek Ruminski, Mariusz Kaczmarek

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Road Condition Evaluation Using Fusion of Multiple Deep Models on Always-On Vision Processor.

Maciej Szankin, Alicja Kwasniewska, Jacek Ruminski, Rey Nicolas

Proceedings of the IECON 2018, 2018

Towards Contactless, Hand Gestures-Based Control of Devices.

Krzysztof Czuszynski, Jacek Ruminski

Proceedings of the IECON 2018, 2018

Analysis of the Accuracy of Pulse Estimation Using Smart Watches.

K. Wasilewska, Jacek Ruminski

Proceedings of the 11th International Conference on Human System Interaction, 2018

Digits Recognition with Quadrant Photodiode and Convolutional Neural Network.

Kamil Janczyk, Krzysztof Czuszynski, Jacek Ruminski

Proceedings of the 11th International Conference on Human System Interaction, 2018

Optical Sensor Based Gestures Inference Using Recurrent Neural Network in Mobile Conditions.

Krzysztof Czuszynski, Alicja Kwasniewska, Maciej Szankin, Jacek Ruminski

Proceedings of the 11th International Conference on Human System Interaction, 2018

Long Distance Vital Signs Monitoring with Person Identification for Smart Home Solutions.

Maciej Szankin, Alicja Kwasniewska, Tejaswini Sirlapu, Mingshan Wang, Jacek Ruminski, Rey Nicolas, Marko Bartscherer

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

A Meta-Analysis of Pulse Arrival Time Based Blood Pressure Estimation.

Artur Polinski, Michal Pietrewicz, Tomasz Kocejko, Adam Bujnowski, Jacek Ruminski, Jerzy Wtorek

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

The Analysis of Temperature Changes of the Saliva Traces Left on the Fur During Laboratory Rats Soial Contacts.

Magdalena Mazur-Milecka, Jacek Ruminski

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Remote Estimation of Video-Based Vital Signs in Emotion Invocation Studies.

Alicja Kwasniewska, Jacek Ruminski, Maciej Szankin, Krzysztof Czuszynski

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Pose-Invariant Face Detection by Replacing Deep Neurons with Capsules for Thermal Imagery in Telemedicine.

Alicja Kwasniewska, Jacek Ruminski, Maciej Szankin, Krzysztof Czuszynski

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

The passive operating mode of the linear optical gesture sensor.

Krzysztof Czuszynski, Jacek Ruminski, Jerzy Wtorek

CoRR, 2017

Virtual designs and reconstructions of amber works: Amber craftsman simulator.

Jacek Lebiedz, Jerzy Redlarski, Jacek Ruminski

Proceedings of the 10th International Conference on Human System Interactions, 2017

Deep features class activation map for thermal face detection and tracking.

Alicja Kwasniewska, Jacek Ruminski, Paul Rad

Proceedings of the 10th International Conference on Human System Interactions, 2017

The role of EMG module in hybrid interface of prosthetic arm.

Tomasz Kocejko, Jacek Ruminski, Piotr Przystup, Artur Polinski, Jerzy Wtorek

Proceedings of the 10th International Conference on Human System Interactions, 2017

Extending touch-less interaction with smart glasses by implementing EMG module.

Tomasz Kocejko, Krzysztof Czuszynski, Jacek Ruminski, Adam Bujnowski, Artur Polinski, Jerzy Wtorek

Proceedings of the 10th International Conference on Human System Interactions, 2017

Welcome message.

Kang-Hyun Jo, Luís Gomes, Milos Manic, Jacek Ruminski, Young Soo Suh

Proceedings of the 10th International Conference on Human System Interactions, 2017

Playback detection using machine learning with spectrogram features approach.

Jerzy Dembski, Jacek Ruminski

Proceedings of the 10th International Conference on Human System Interactions, 2017

Pose classification in the gesture recognition using the linear optical sensor.

Krzysztof Czuszynski, Jacek Ruminski, Jerzy Wtorek

Proceedings of the 10th International Conference on Human System Interactions, 2017

Open smart glasses development platform for AAL applications.

Aliaksei Andrushevich, Martin Biallas, Rolf Kistler, Jacek Ruminski, Adam Bujnowski, Jerzy Wtorek

Proceedings of the Global Internet of Things Summit, 2017

Automatic analysis of the aggressive behavior of laboratory animals using thermal video processing.

Magdalena Mazur-Milecka, Jacek Ruminski

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

The motion influence on respiration rate estimation from low-resolution thermal sequences during attention focusing tasks.

Alicja Kwasniewska, Jacek Ruminski, Jerzy Wtorek

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

Performance Analysis of Interaction between Smart Glasses and Smart Objects Using Image-Based Object Identification.

Jacek Ruminski, Adam Bujnowski, Tomasz Kocejko, Jerzy Wtorek, Aliaksei Andrushevich, Martin Biallas, Rolf Kistler

Int. J. Distributed Sens. Networks, 2016

Semi complex navigation with an active optical gesture sensor.

Krzysztof Czuszynski, Jacek Ruminski, Adam Bujnowski, Jerzy Wtorek

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

The data exchange between smart glasses and healthcare information systems using the HL7 FHIR standard.

Jacek Ruminski, Adam Bujnowski, Tomasz Kocejko, Aliaksei Andrushevich, Martin Biallas, Rolf Kistler

Proceedings of the 9th International Conference on Human System Interactions, 2016

The accuracy of pulse rate estimation from the sequence of face images.

Jacek Ruminski

Proceedings of the 9th International Conference on Human System Interactions, 2016

Real-time facial feature tracking in poor quality thermal imagery.

Alicja Kwasniewska, Jacek Ruminski

Proceedings of the 9th International Conference on Human System Interactions, 2016

The evaluation of eGlasses eye tracking module as an extension for Scratch.

Tomasz Kocejko, Jacek Ruminski, Adam Bujnowski, Jerzy Wtorek

Proceedings of the 9th International Conference on Human System Interactions, 2016

EMG and gaze based interaction with graphic interface of smart glasses application.

Tomasz Kocejko, Adam Bujnowski, Jacek Ruminski, Krzysztof Czuszynski, Michal Pietrewicz, Artur Polinski

Proceedings of the 9th International Conference on Human System Interactions, 2016

Estimation of the amplitude of the signal for the active optical gesture sensor with sparse detectors.

Krzysztof Czuszynski, Jacek Ruminski, Artur Polinski, Adam Bujnowski

Proceedings of the 9th International Conference on Human System Interactions, 2016

Self diagnostics using smart glasses - preliminary study.

Adam Bujnowski, Jacek Ruminski, Piotr Przystup, Krzysztof Czuszynski, Tomasz Kocejko

Proceedings of the 9th International Conference on Human System Interactions, 2016

Estimation of respiration rate using an accelerometer and thermal camera in eGlasses.

Jacek Ruminski, Adam Bujnowski, Krzysztof Czuszynski, Tomasz Kocejko

Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Enhanced Eye-Tracking Data: a Dual Sensor System for Smart Glasses Applications.

Pawel Krzyzanowski, Tomasz Kocejko, Jacek Ruminski, Adam Bujnowski

Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Accuracy analysis of the RSSI BLE SensorTag signal for indoor localization purposes.

Mariusz Kaczmarek, Jacek Ruminski, Adam Bujnowski

Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Cardiovascular data analysis using electronic wearable eyeglasses - preliminary study.

Adam Bujnowski, Jacek Ruminski, Mariusz Kaczmarek, Krzysztof Czuszynski, Piotr Przystup

Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

2015

Interactions with recognized patients using smart glasses.

Jacek Ruminski, Maciej Smiatacz, Adam Bujnowski, Aliaksei Andrushevich, Martin Biallas, Rolf Kistler

Proceedings of the 8th International Conference on Human System Interaction, 2015

Quality of graphical markers for the needs of eyewear devices.

Alicja Kwasniewska, Joanna Klimiuk-Myszk, Jacek Ruminski, Jerome Forrier, Benoît Martin, Isabelle Pecci

Proceedings of the 8th International Conference on Human System Interaction, 2015

Eye tracking within near-to-eye display.

Tomasz Kocejko, Jacek Ruminski, Jerzy Wtorek, Benoît Martin

Proceedings of the 8th International Conference on Human System Interaction, 2015

Interactions using passive optical proximity detector.

Krzysztof Czuszynski, Jacek Ruminski, Jerzy Wtorek, Anita Vogl, Michael Haller

Proceedings of the 8th International Conference on Human System Interaction, 2015

Comparison of active proximity radars for the wearable devices.

Adam Bujnowski, Krzysztof Czuszynski, Jacek Ruminski, Jerzy Wtorek, Roderick McCall, Andrei Popleteev, Nicolas Louveton, Thomas Engel

Proceedings of the 8th International Conference on Human System Interaction, 2015

Application of smart glasses for fast and automatic color correction in health care.

Jacek Ruminski, Krzysztof Czuszynski

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Septic safe interactions with smart glasses in health care.

Krzysztof Czuszynski, Jacek Ruminski, Tomasz Kocejko, Jerzy Wtorek

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Local Texture Pattern Selection for Efficient Face Recognition and Tracking.

Maciej Smiatacz, Jacek Ruminski

Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015

2014

Interactions with recognized objects.

Jacek Ruminski, Adam Bujnowski, Jerzy Wtorek, Aliaksei Andrushevich, Martin Biallas, Rolf Kistler

Proceedings of the 7th International Conference on Human System Interactions, 2014

Human-computer interactions in speech therapy using a blowing interface.

Jacek Ruminski, Adam Bujnowski, Jerzy Wtorek

Proceedings of the 7th International Conference on Human System Interactions, 2014

Head movement compensation algorithm in multi-display communication by gaze.

Tomasz Kocejko, Adam Bujnowski, Jacek Ruminski, Ewa Bylinska, Jerzy Wtorek

Proceedings of the 7th International Conference on Human System Interactions, 2014

Interaction with medical data using QR-codes.

Krzysztof Czuszynski, Jacek Ruminski

Proceedings of the 7th International Conference on Human System Interactions, 2014

2013

Enhanced remote control providing medical functionalities.

Adam Bujnowski, Jacek Ruminski, Arkadiusz Palinski, Jerzy Wtorek

Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops, 2013

A multisensor detector of a sleep apnea for using at home.

Piotr Przystup, Adam Bujnowski, Jacek Ruminski, Jerzy Wtorek

Proceedings of the 6th International Conference on Human System Interactions, 2013

2012

The Use of Mobile Devices in the Care and Home Monitoring of the Elderly and the Sick.

Mariusz Kaczmarek, Jedrzej Nowak, Jacek Ruminski, Jerzy Wtorek, Tomasz Kocejko

Proceedings of the Information Technologies in Biomedicine, 2012

Adding Medical Functionalities to a Remote Controller.

Adam Bujnowski, Arkadiusz Palinski, Jedrzej Nowak, Mariusz Kaczmarek, Jacek Ruminski, Jerzy Wtorek

Proceedings of the 2012 5th International Conference on Human System Interactions, 2012

2011

Biomedical Engineering at Gdansk University of Technology.

Antoni Nowakowski, Maria Bochenska, Brygida Mielewska, Jacek Ruminski, Jerzy Wtorek

Bio Algorithms Med Syst., 2011

Measuring Pulse Rate with a Webcam - a Non-contact Method for Evaluating Cardiac Activity.

Magdalena Lewandowska, Jacek Ruminski, Tomasz Kocejko, Jedrzej Nowak

Proceedings of the Federated Conference on Computer Science and Information Systems, 2011

Multimodal platform for continuous monitoring of elderly and disabled at home.

Mariusz Kaczmarek, Jacek Ruminski, Adam Bujnowski

Proceedings of the Federated Conference on Computer Science and Information Systems, 2011

2009

Multimodal platform for communication, training and health monitoring at home.

Jacek Ruminski, Tomasz Kocejko, Adam Bujnowski, Jerzy Wtorek

Proceedings of the 3rd International Conference on Pervasive Computing Technologies for Healthcare, 2009

2007

Thermal Parametric Imaging in the Evaluation of Skin Burn Depth.

Jacek Ruminski, Mariusz Kaczmarek, Alicja Renkielska, Antoni Nowakowski

IEEE Trans. Biomed. Eng., 2007

2005

Automatic Recognition of the Arterial Input Function in MRI Studies.

Jacek Ruminski, Bartosz Karczewski

Proceedings of the Computer Recognition Systems, 2005

2001

Medical Active Thermography - A New Image Reconstruction Method.

Jacek Ruminski, Mariusz Kaczmarek, Antoni Nowakowski

Proceedings of the Computer Analysis of Images and Patterns, 9th International Conference, 2001