Jacek Ruminski

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 72

Top Topics

Face Recognition

Preliminary Study

Top Venues

Publications

Lukasz Erimus, Aleksandra Borowska, Adrian Jaromin, Agnieszka Lewko, Jacek Ruminski
Data Domain Adaptation in Federated Learning in the Breast Mammography Image Classification Problem. HSI (2024)
Johan Carcamo, Ahmad Shehada, Arda Candas, Nirav Vaghasiya, Murad Abdullayev, Andrii Melnyk, Jacek Ruminski
AI-Powered Cleaning Robot: A Sustainable Approach to Waste Management. HSI (2024)
Kamil Kopryk, Milena Sobotka, Jacek Ruminski, Paulina Leszczelowska
Domain adaptation for inpainting-based face recognition studies. HSI (2024)
S. Cichocka, Jacek Ruminski
Driver fatigue detection method based on facial image analysis. HSI (2024)
Maciej Szankin, Alicja Kwasniewska, Jacek Ruminski
Thermal Image Processing for Respiratory Estimation from Cubical Data with Expandable Depth. J. Imaging 9 (9) (2023)
Natalia Kowalczyk, Jacek Ruminski
Respiratory Rate Estimation Based on Detected Mask Area in Thermal Images. CVPR Workshops (2023)
Adam Dradrach, Jakub Konert, Jacek Ruminski
Multimodal camera for pedestrian detection with deep learning models. ICIT (2023)
Natalia Kowalczyk, Milena Sobotka, Jacek Ruminski
Mask Detection and Classification in Thermal Face Images. IEEE Access 11 (2023)
Magdalena Mazur-Milecka, Natalia Kowalczyk, Kinga Jaguszewska, Dorota Zamkowska, Dariusz Wójcik, Krzysztof Preis, Henriette Skov, Stefan Rahr Wagner, Puk Sandager, Milena Sobotka, Jacek Ruminski
Preeclampsia Risk Prediction Using Machine Learning Methods Trained on Synthetic Data. PCBBE (2023)
Krystian Zielinski, Natalia Kowalczyk, Tomasz Kocejko, Magdalena Mazur-Milecka, Tomasz Neumann, Jacek Ruminski
Federated Learning in Healthcare Industry: Mammography Case Study. ICIT (2023)
Paulina Leszczelowska, Maria Bollin, Karol Lempkowski, Mateusz Zak, Jacek Ruminski
Driver's Condition Detection System Using Multimodal Imaging and Machine Learning Algorithms. IWANN (2) (2023)
Natalia Kowalczyk, Jacek Ruminski
Mask Detection and Classification in Thermal Face Images. CoRR (2023)
Jakub Konert, Adam Dradrach, Jacek Ruminski
Detection of People Swimming in Water Reservoirs with the Use of Multimodal Imaging and Machine Learning. PCBBE (2023)
Efklidis Katsaros, Piotr Kopa Ostrowski, Krzysztof Wlódarczak, Emilia Lewandowska, Jacek Ruminski, Damian Siupka-Mróz, Lukasz Lassmann, Anna Jezierska, Daniel Wesierski
Multi-task Video Enhancement for Dental Interventions. MICCAI (8) (2022)
Tomasz Kocejko, Jacek Ruminski, Kang-Hyun Jo
Using Disparity Map for Moving Object Position Estimation in Pan Tilt Camera Images. IWIS (2022)
Daswin De Silva, Rashmika Nawaratne, Jacek Ruminski, Aleksander Malinowski, Milos Manic
Human System Interaction in Review: Advancing the Artificial Intelligence Transformation. HSI (2022)
Alicja Kwasniewska, Sharath Raghava, Carlos Dávila, Mikael Sevenier, David Gamba, Jacek Ruminski
Preferred Benchmarking Criteria for Systematic Taxonomy of Embedded Platforms (STEP) in Human System Interaction Systems. HSI (2022)
Efklidis Katsaros, Piotr Kopa Ostrowski, Krzysztof Wlódarczak, Emilia Lewandowska, Jacek Ruminski, Damian Siupka-Mróz, Lukasz Lassmann, Anna Jezierska, Daniel Wesierski
Multi-task Video Enhancement for Dental Interventions. CoRR (2022)
Tomasz Kocejko, Jacek Ruminski, Magdalena Mazur-Milecka, Marzena Romanowska-Kocejko, Krzysztof Chlebus, Kang-Hyun Jo
Using convolutional neural networks for corneal arcus detection towards familial hypercholesterolemia screening. J. King Saud Univ. Comput. Inf. Sci. 34 (9) (2022)
Magdalena Madej, Jacek Ruminski
Optimal placement of IMU sensor for the detection of children activity. HSI (2022)
A. Górska, P. Guzal, I. Namiotko, A. Wedolowska, M. Wloszczynska, Jacek Ruminski
AITP - AI Thermal Pedestrians Dataset. HSI (2022)
A. Górska, P. Guzal, I. Namiotko, A. Wedolowska, M. Wloszczynska, Jacek Ruminski
Pedestrian detection in low-resolution thermal images. HSI (2022)
Natalia Glowacka, Jacek Ruminski
Face with Mask Detection in Thermal Images Using Deep Neural Networks. Sensors 21 (19) (2021)
Magdalena Mazur-Milecka, Natalia Glowacka, Mariusz Kaczmarek, Adam Bujnowski, Milosz Kaszynski, Jacek Ruminski
Smart city and fire detection using thermal imaging. HSI (2021)
Maciej Szankin, Alicja Kwasniewska, Natalia Glowacka, Jacek Ruminski, Rey Nicolas, David Gamba
Fully Automated AI-powered Contactless Cough Detection based on Pixel Value Dynamics Occurring within Facial Regions. HSI (2021)
Anna Drewek-Ossowicka, Mariusz Pietrolaj, Jacek Ruminski
A survey of neural networks usage for intrusion detection systems. J. Ambient Intell. Humaniz. Comput. 12 (1) (2021)
Alicja Kwasniewska, Maciej Szankin, Jacek Ruminski, Anthony Sarah, David Gamba
Improving Accuracy of Respiratory Rate Estimation by Restoring High Resolution Features With Transformers and Recursive Convolutional Models. CVPR Workshops (2021)
Viktoras Bulavas, Virginijus Marcinkevicius, Jacek Ruminski
Study of Multi-Class Classification Algorithms' Performance on Highly Imbalanced Network Intrusion Datasets. Informatica 32 (3) (2021)
Tomasz Kocejko, Radoslaw Weglerski, Tomasz Zubowicz, Jacek Ruminski, Jerzy Wtorek, Krzysztof Arminski
Design aspects of a low-cost prosthetic arm for people with severe movement disabilities. HSI (2020)
Alicja Kwasniewska, Jacek Ruminski, Maciej Szankin, Mariusz Kaczmarek
Super-resolved thermal imagery for high-accuracy facial areas detection and analysis. Eng. Appl. Artif. Intell. 87 (2020)
Tomasz Kocejko, Filip Brzezinski, Artur Polinski, Jacek Ruminski, Jerzy Wtorek
Neural network based algorithm for hand gesture detection in a low-cost microprocessor applications. HSI (2020)
Maciej Szankin, Alicja Kwasniewska, Jacek Ruminski
Influence of Thermal Imagery Resolution on Accuracy of Deep Learning based Face Recognition. HSI (2019)
Tomasz Kocejko, Tomasz Gorycki, Artur Polinski, Adam Bujnowski, Mariusz Kaczmarek, Jacek Ruminski, Antoni Nowakowski, Jerzy Wtorek
Using Eye-tracking to get information on the skills acquisition by the radiology residents. HSI (2019)
Jacek Ruminski, Alicja Kwasniewska, Maciej Szankin, Tomasz Kocejko, Magdalena Mazur-Milecka
Evaluation of Facial Pulse Signals using Deep Neural Net Models. EMBC (2019)
Magdalena Mazur-Milecka, Emilia Kaczmarczyk, Lukasz Wróbel, Patryk Przybylski, Marika Trudnowska, Aleksandra Podwojcik, Monika Jagiello, Krzysztof Lukaszuk, Jacek Ruminski
Detection of the Oocyte Orientation for the ICSI Method Automation. HSI (2019)
Alicja Kwasniewska, Maciej Szankin, Jacek Ruminski, Mariusz Kaczmarek
Evaluating Accuracy of Respiratory Rate Estimation from Super Resolved Thermal Imagery. EMBC (2019)
Kamil Janczyk, Tomasz Neumann, Jacek Ruminski
The influence of image masks definition on segmentation results of histopathological images using convolutional neural network. HSI (2019)
Alicja Kwasniewska, Maciej Szankin, Mateusz Ozga, Jason Wolfe, Arun Das, Adam Zajac, Jacek Ruminski, Paul Rad
Deep Learning Optimization for Edge Devices: Analysis of Training Quantization Parameters. IECON (2019)
Krzysztof Czuszynski, Alicja Kwasniewska, Maciej Szankin, Jacek Ruminski
Optical Sensor Based Gestures Inference Using Recurrent Neural Network in Mobile Conditions. HSI (2018)
Maciej Szankin, Alicja Kwasniewska, Jacek Ruminski, Rey Nicolas
Road Condition Evaluation Using Fusion of Multiple Deep Models on Always-On Vision Processor. IECON (2018)
Artur Polinski, Michal Pietrewicz, Tomasz Kocejko, Adam Bujnowski, Jacek Ruminski, Jerzy Wtorek
A Meta-Analysis of Pulse Arrival Time Based Blood Pressure Estimation. EMBC (2018)
Magdalena Mazur-Milecka, Jacek Ruminski
The Analysis of Temperature Changes of the Saliva Traces Left on the Fur During Laboratory Rats Soial Contacts. EMBC (2018)
K. Wasilewska, Jacek Ruminski
Analysis of the Accuracy of Pulse Estimation Using Smart Watches. HSI (2018)
Alicja Kwasniewska, Jacek Ruminski, Maciej Szankin, Krzysztof Czuszynski
Remote Estimation of Video-Based Vital Signs in Emotion Invocation Studies. EMBC (2018)
Maciej Szankin, Alicja Kwasniewska, Tejaswini Sirlapu, Mingshan Wang, Jacek Ruminski, Rey Nicolas, Marko Bartscherer
Long Distance Vital Signs Monitoring with Person Identification for Smart Home Solutions. EMBC (2018)
Alicja Kwasniewska, Jacek Ruminski, Maciej Szankin, Krzysztof Czuszynski
Pose-Invariant Face Detection by Replacing Deep Neurons with Capsules for Thermal Imagery in Telemedicine. EMBC (2018)
Krzysztof Czuszynski, Jacek Ruminski
Towards Contactless, Hand Gestures-Based Control of Devices. IECON (2018)
Kamil Janczyk, Krzysztof Czuszynski, Jacek Ruminski
Digits Recognition with Quadrant Photodiode and Convolutional Neural Network. HSI (2018)
Magdalena Mazur-Milecka, Jacek Ruminski
Automatic analysis of the aggressive behavior of laboratory animals using thermal video processing. EMBC (2017)
Tomasz Kocejko, Jacek Ruminski, Piotr Przystup, Artur Polinski, Jerzy Wtorek
The role of EMG module in hybrid interface of prosthetic arm. HSI (2017)
Alicja Kwasniewska, Jacek Ruminski, Jerzy Wtorek
The motion influence on respiration rate estimation from low-resolution thermal sequences during attention focusing tasks. EMBC (2017)
Aliaksei Andrushevich, Martin Biallas, Rolf Kistler, Jacek Ruminski, Adam Bujnowski, Jerzy Wtorek
Open smart glasses development platform for AAL applications. GIoTS (2017)
Tomasz Kocejko, Krzysztof Czuszynski, Jacek Ruminski, Adam Bujnowski, Artur Polinski, Jerzy Wtorek
Extending touch-less interaction with smart glasses by implementing EMG module. HSI (2017)
Jerzy Dembski, Jacek Ruminski
Playback detection using machine learning with spectrogram features approach. HSI (2017)
Alicja Kwasniewska, Jacek Ruminski, Paul Rad
Deep features class activation map for thermal face detection and tracking. HSI (2017)
Krzysztof Czuszynski, Jacek Ruminski, Jerzy Wtorek
The passive operating mode of the linear optical gesture sensor. CoRR (2017)
Jacek Lebiedz, Jerzy Redlarski, Jacek Ruminski
Virtual designs and reconstructions of amber works: Amber craftsman simulator. HSI (2017)
Kang-Hyun Jo, Luís Gomes, Milos Manic, Jacek Ruminski, Young Soo Suh
Welcome message. HSI (2017)
Krzysztof Czuszynski, Jacek Ruminski, Jerzy Wtorek
Pose classification in the gesture recognition using the linear optical sensor. HSI (2017)
Krzysztof Czuszynski, Jacek Ruminski, Artur Polinski, Adam Bujnowski
Estimation of the amplitude of the signal for the active optical gesture sensor with sparse detectors. HSI (2016)
Tomasz Kocejko, Adam Bujnowski, Jacek Ruminski, Krzysztof Czuszynski, Michal Pietrewicz, Artur Polinski
EMG and gaze based interaction with graphic interface of smart glasses application. HSI (2016)
Adam Bujnowski, Jacek Ruminski, Piotr Przystup, Krzysztof Czuszynski, Tomasz Kocejko
Self diagnostics using smart glasses - preliminary study. HSI (2016)
Mariusz Kaczmarek, Jacek Ruminski, Adam Bujnowski
Accuracy analysis of the RSSI BLE SensorTag signal for indoor localization purposes. FedCSIS (2016)
Jacek Ruminski, Adam Bujnowski, Krzysztof Czuszynski, Tomasz Kocejko
Estimation of respiration rate using an accelerometer and thermal camera in eGlasses. FedCSIS (2016)
Jacek Ruminski, Adam Bujnowski, Tomasz Kocejko, Aliaksei Andrushevich, Martin Biallas, Rolf Kistler
The data exchange between smart glasses and healthcare information systems using the HL7 FHIR standard. HSI (2016)
Jacek Ruminski, Adam Bujnowski, Tomasz Kocejko, Jerzy Wtorek, Aliaksei Andrushevich, Martin Biallas, Rolf Kistler
Performance Analysis of Interaction between Smart Glasses and Smart Objects Using Image-Based Object Identification. Int. J. Distributed Sens. Networks 12 (2016)
Adam Bujnowski, Jacek Ruminski, Mariusz Kaczmarek, Krzysztof Czuszynski, Piotr Przystup
Cardiovascular data analysis using electronic wearable eyeglasses - preliminary study. FedCSIS (2016)
Jacek Ruminski
The accuracy of pulse rate estimation from the sequence of face images. HSI (2016)
Pawel Krzyzanowski, Tomasz Kocejko, Jacek Ruminski, Adam Bujnowski
Enhanced Eye-Tracking Data: a Dual Sensor System for Smart Glasses Applications. FedCSIS (2016)
Alicja Kwasniewska, Jacek Ruminski
Real-time facial feature tracking in poor quality thermal imagery. HSI (2016)
Krzysztof Czuszynski, Jacek Ruminski, Adam Bujnowski, Jerzy Wtorek
Semi complex navigation with an active optical gesture sensor. UbiComp Adjunct (2016)
Tomasz Kocejko, Jacek Ruminski, Adam Bujnowski, Jerzy Wtorek
The evaluation of eGlasses eye tracking module as an extension for Scratch. HSI (2016)
Alicja Kwasniewska, Joanna Klimiuk-Myszk, Jacek Ruminski, Jerome Forrier, Benoît Martin, Isabelle Pecci
Quality of graphical markers for the needs of eyewear devices. HSI (2015)
Jacek Ruminski, Krzysztof Czuszynski
Application of smart glasses for fast and automatic color correction in health care. EMBC (2015)
Krzysztof Czuszynski, Jacek Ruminski, Jerzy Wtorek, Anita Vogl, Michael Haller
Interactions using passive optical proximity detector. HSI (2015)
Tomasz Kocejko, Jacek Ruminski, Jerzy Wtorek, Benoît Martin
Eye tracking within near-to-eye display. HSI (2015)
Adam Bujnowski, Krzysztof Czuszynski, Jacek Ruminski, Jerzy Wtorek, Roderick McCall, Andrei Popleteev, Nicolas Louveton, Thomas Engel
Comparison of active proximity radars for the wearable devices. HSI (2015)
Maciej Smiatacz, Jacek Ruminski
Local Texture Pattern Selection for Efficient Face Recognition and Tracking. CORES (2015)
Jacek Ruminski, Maciej Smiatacz, Adam Bujnowski, Aliaksei Andrushevich, Martin Biallas, Rolf Kistler
Interactions with recognized patients using smart glasses. HSI (2015)
Krzysztof Czuszynski, Jacek Ruminski, Tomasz Kocejko, Jerzy Wtorek
Septic safe interactions with smart glasses in health care. EMBC (2015)
Jacek Ruminski, Adam Bujnowski, Jerzy Wtorek
Human-computer interactions in speech therapy using a blowing interface. HSI (2014)
Krzysztof Czuszynski, Jacek Ruminski
Interaction with medical data using QR-codes. HSI (2014)
Jacek Ruminski, Adam Bujnowski, Jerzy Wtorek, Aliaksei Andrushevich, Martin Biallas, Rolf Kistler
Interactions with recognized objects. HSI (2014)
Tomasz Kocejko, Adam Bujnowski, Jacek Ruminski, Ewa Bylinska, Jerzy Wtorek
Head movement compensation algorithm in multi-display communication by gaze. HSI (2014)
Piotr Przystup, Adam Bujnowski, Jacek Ruminski, Jerzy Wtorek
A multisensor detector of a sleep apnea for using at home. HSI (2013)
Adam Bujnowski, Jacek Ruminski, Arkadiusz Palinski, Jerzy Wtorek
Enhanced remote control providing medical functionalities. PervasiveHealth (2013)
Mariusz Kaczmarek, Jedrzej Nowak, Jacek Ruminski, Jerzy Wtorek, Tomasz Kocejko
The Use of Mobile Devices in the Care and Home Monitoring of the Elderly and the Sick. ITIB (2012)
Adam Bujnowski, Arkadiusz Palinski, Jedrzej Nowak, Mariusz Kaczmarek, Jacek Ruminski, Jerzy Wtorek
Adding Medical Functionalities to a Remote Controller. HSI (2012)
Mariusz Kaczmarek, Jacek Ruminski, Adam Bujnowski
Multimodal platform for continuous monitoring of elderly and disabled at home. FedCSIS (2011)
Magdalena Lewandowska, Jacek Ruminski, Tomasz Kocejko, Jedrzej Nowak
Measuring Pulse Rate with a Webcam - a Non-contact Method for Evaluating Cardiac Activity. FedCSIS (2011)
Antoni Nowakowski, Maria Bochenska, Brygida Mielewska, Jacek Ruminski, Jerzy Wtorek
Biomedical Engineering at Gdansk University of Technology. Bio Algorithms Med Syst. 7 (3) (2011)
Jacek Ruminski, Tomasz Kocejko, Adam Bujnowski, Jerzy Wtorek
Multimodal platform for communication, training and health monitoring at home. PervasiveHealth (2009)
Jacek Ruminski, Mariusz Kaczmarek, Alicja Renkielska, Antoni Nowakowski
Thermal Parametric Imaging in the Evaluation of Skin Burn Depth. IEEE Trans. Biomed. Eng. 54 (2) (2007)
Jacek Ruminski, Bartosz Karczewski
Automatic Recognition of the Arterial Input Function in MRI Studies. CORES (2005)
Jacek Ruminski, Mariusz Kaczmarek, Antoni Nowakowski
Medical Active Thermography - A New Image Reconstruction Method. CAIP (2001)