Medical Active Thermography - A New Image Reconstruction Method. - Jacek Ruminski; Mariusz Kaczmarek; Antoni Nowakowski (CAIP, 2001)

Automatic Recognition of the Arterial Input Function in MRI Studies. - Jacek Ruminski; Bartosz Karczewski (CORES, 2005)

Thermal Parametric Imaging in the Evaluation of Skin Burn Depth. - Jacek Ruminski; Mariusz Kaczmarek; Alicja Renkielska; Antoni Nowakowski (IEEE Trans. Biomed. Eng., 2007)

Multimodal platform for communication, training and health monitoring at home. - Jacek Ruminski; Tomasz Kocejko; Adam Bujnowski; Jerzy Wtorek (PervasiveHealth, 2009)

Multimodal platform for continuous monitoring of elderly and disabled at home. - Mariusz Kaczmarek; Jacek Ruminski; Adam Bujnowski (FedCSIS, 2011)

Measuring Pulse Rate with a Webcam - a Non-contact Method for Evaluating Cardiac Activity. - Magdalena Lewandowska; Jacek Ruminski; Tomasz Kocejko; Jedrzej Nowak (FedCSIS, 2011)

Biomedical Engineering at Gdansk University of Technology. - Antoni Nowakowski; Maria Bochenska; Brygida Mielewska; Jacek Ruminski; Jerzy Wtorek (Bio Algorithms Med Syst., 2011)

Adding Medical Functionalities to a Remote Controller. - Adam Bujnowski; Arkadiusz Palinski; Jedrzej Nowak; Mariusz Kaczmarek; Jacek Ruminski; Jerzy Wtorek (HSI, 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 (ITIB, 2012)

A multisensor detector of a sleep apnea for using at home. - Piotr Przystup; Adam Bujnowski; Jacek Ruminski; Jerzy Wtorek (HSI, 2013)

Enhanced remote control providing medical functionalities. - Adam Bujnowski; Jacek Ruminski; Arkadiusz Palinski; Jerzy Wtorek (PervasiveHealth, 2013)

Interaction with medical data using QR-codes. - Krzysztof Czuszynski; Jacek Ruminski (HSI, 2014)

Head movement compensation algorithm in multi-display communication by gaze. - Tomasz Kocejko; Adam Bujnowski; Jacek Ruminski; Ewa Bylinska; Jerzy Wtorek (HSI, 2014)

Human-computer interactions in speech therapy using a blowing interface. - Jacek Ruminski; Adam Bujnowski; Jerzy Wtorek (HSI, 2014)

Interactions with recognized objects. - Jacek Ruminski; Adam Bujnowski; Jerzy Wtorek; Aliaksei Andrushevich; Martin Biallas; Rolf Kistler (HSI, 2014)

Local Texture Pattern Selection for Efficient Face Recognition and Tracking. - Maciej Smiatacz; Jacek Ruminski (CORES, 2015)

Septic safe interactions with smart glasses in health care. - Krzysztof Czuszynski; Jacek Ruminski; Tomasz Kocejko; Jerzy Wtorek (EMBC, 2015)

Application of smart glasses for fast and automatic color correction in health care. - Jacek Ruminski; Krzysztof Czuszynski (EMBC, 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 001 (HSI, 2015)

Interactions using passive optical proximity detector. - Krzysztof Czuszynski; Jacek Ruminski; Jerzy Wtorek; Anita Vogl; Michael Haller (HSI, 2015)

Eye tracking within near-to-eye display. - Tomasz Kocejko; Jacek Ruminski; Jerzy Wtorek; Benoît Martin (HSI, 2015)

Quality of graphical markers for the needs of eyewear devices. - Alicja Kwasniewska; Joanna Klimiuk-Myszk; Jacek Ruminski; Jerome Forrier; Benoît Martin; Isabelle Pecci (HSI, 2015)

Interactions with recognized patients using smart glasses. - Jacek Ruminski; Maciej Smiatacz; Adam Bujnowski; Aliaksei Andrushevich; Martin Biallas; Rolf Kistler (HSI, 2015)

Cardiovascular data analysis using electronic wearable eyeglasses - preliminary study. - Adam Bujnowski; Jacek Ruminski; Mariusz Kaczmarek; Krzysztof Czuszynski; Piotr Przystup (FedCSIS, 2016)

Accuracy analysis of the RSSI BLE SensorTag signal for indoor localization purposes. - Mariusz Kaczmarek; Jacek Ruminski; Adam Bujnowski (FedCSIS, 2016)

Enhanced Eye-Tracking Data: a Dual Sensor System for Smart Glasses Applications. - Pawel Krzyzanowski; Tomasz Kocejko; Jacek Ruminski; Adam Bujnowski (FedCSIS, 2016)

Estimation of respiration rate using an accelerometer and thermal camera in eGlasses. - Jacek Ruminski; Adam Bujnowski; Krzysztof Czuszynski; Tomasz Kocejko (FedCSIS, 2016)

Self diagnostics using smart glasses - preliminary study. - Adam Bujnowski; Jacek Ruminski; Piotr Przystup; Krzysztof Czuszynski; Tomasz Kocejko (HSI, 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 (HSI, 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 (HSI, 2016)

The evaluation of eGlasses eye tracking module as an extension for Scratch. - Tomasz Kocejko; Jacek Ruminski; Adam Bujnowski; Jerzy Wtorek (HSI, 2016)

Real-time facial feature tracking in poor quality thermal imagery. - Alicja Kwasniewska; Jacek Ruminski (HSI, 2016)

The accuracy of pulse rate estimation from the sequence of face images. - Jacek Ruminski (HSI, 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 (HSI, 2016)

Semi complex navigation with an active optical gesture sensor. - Krzysztof Czuszynski; Jacek Ruminski; Adam Bujnowski; Jerzy Wtorek (UbiComp Adjunct, 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)

The motion influence on respiration rate estimation from low-resolution thermal sequences during attention focusing tasks. - Alicja Kwasniewska; Jacek Ruminski; Jerzy Wtorek (EMBC, 2017)

Automatic analysis of the aggressive behavior of laboratory animals using thermal video processing. - Magdalena Mazur-Milecka; Jacek Ruminski (EMBC, 2017)

Open smart glasses development platform for AAL applications. - Aliaksei Andrushevich; Martin Biallas; Rolf Kistler; Jacek Ruminski; Adam Bujnowski; Jerzy Wtorek (GIoTS, 2017)

Pose classification in the gesture recognition using the linear optical sensor. - Krzysztof Czuszynski; Jacek Ruminski; Jerzy Wtorek (HSI, 2017)

Playback detection using machine learning with spectrogram features approach. - Jerzy Dembski; Jacek Ruminski (HSI, 2017)

Welcome message. - Kang-Hyun Jo; Luís Gomes 001; Milos Manic; Jacek Ruminski; Young Soo Suh (HSI, 2017)

Extending touch-less interaction with smart glasses by implementing EMG module. - Tomasz Kocejko; Krzysztof Czuszynski; Jacek Ruminski; Adam Bujnowski; Artur Polinski; Jerzy Wtorek (HSI, 2017)

The role of EMG module in hybrid interface of prosthetic arm. - Tomasz Kocejko; Jacek Ruminski; Piotr Przystup; Artur Polinski; Jerzy Wtorek (HSI, 2017)

Deep features class activation map for thermal face detection and tracking. - Alicja Kwasniewska; Jacek Ruminski; Paul Rad (HSI, 2017)

Virtual designs and reconstructions of amber works: Amber craftsman simulator. - Jacek Lebiedz; Jerzy Redlarski; Jacek Ruminski (HSI, 2017)

The passive operating mode of the linear optical gesture sensor. - Krzysztof Czuszynski; Jacek Ruminski; Jerzy Wtorek (CoRR, 2017)

Pose-Invariant Face Detection by Replacing Deep Neurons with Capsules for Thermal Imagery in Telemedicine. - Alicja Kwasniewska; Jacek Ruminski; Maciej Szankin; Krzysztof Czuszynski (EMBC, 2018)

Remote Estimation of Video-Based Vital Signs in Emotion Invocation Studies. - Alicja Kwasniewska; Jacek Ruminski; Maciej Szankin; Krzysztof Czuszynski (EMBC, 2018)

The Analysis of Temperature Changes of the Saliva Traces Left on the Fur During Laboratory Rats Soial Contacts. - Magdalena Mazur-Milecka; Jacek Ruminski (EMBC, 2018)

A Meta-Analysis of Pulse Arrival Time Based Blood Pressure Estimation. - Artur Polinski; Michal Pietrewicz; Tomasz Kocejko; Adam Bujnowski; Jacek Ruminski; Jerzy Wtorek (EMBC, 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 (EMBC, 2018)

Optical Sensor Based Gestures Inference Using Recurrent Neural Network in Mobile Conditions. - Krzysztof Czuszynski; Alicja Kwasniewska; Maciej Szankin; Jacek Ruminski (HSI, 2018)

Digits Recognition with Quadrant Photodiode and Convolutional Neural Network. - Kamil Janczyk; Krzysztof Czuszynski; Jacek Ruminski (HSI, 2018)

Analysis of the Accuracy of Pulse Estimation Using Smart Watches. - K. Wasilewska; Jacek Ruminski (HSI, 2018)

Towards Contactless, Hand Gestures-Based Control of Devices. - Krzysztof Czuszynski; Jacek Ruminski (IECON, 2018)

Road Condition Evaluation Using Fusion of Multiple Deep Models on Always-On Vision Processor. - Maciej Szankin; Alicja Kwasniewska; Jacek Ruminski; Rey Nicolas (IECON, 2018)

Evaluating Accuracy of Respiratory Rate Estimation from Super Resolved Thermal Imagery. - Alicja Kwasniewska; Maciej Szankin; Jacek Ruminski; Mariusz Kaczmarek (EMBC, 2019)

Evaluation of Facial Pulse Signals using Deep Neural Net Models. - Jacek Ruminski; Alicja Kwasniewska; Maciej Szankin; Tomasz Kocejko; Magdalena Mazur-Milecka (EMBC, 2019)

The influence of image masks definition on segmentation results of histopathological images using convolutional neural network. - Kamil Janczyk; Tomasz Neumann; Jacek Ruminski (HSI, 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 (HSI, 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 (HSI, 2019)

Influence of Thermal Imagery Resolution on Accuracy of Deep Learning based Face Recognition. - Maciej Szankin; Alicja Kwasniewska; Jacek Ruminski (HSI, 2019)

Deep Learning Optimization for Edge Devices: Analysis of Training Quantization Parameters. - Alicja Kwasniewska; Maciej Szankin; Mateusz Ozga; Jason Wolfe; Arun Das 001; Adam Zajac; Jacek Ruminski; Paul Rad (IECON, 2019)

Neural network based algorithm for hand gesture detection in a low-cost microprocessor applications. - Tomasz Kocejko; Filip Brzezinski; Artur Polinski; Jacek Ruminski; Jerzy Wtorek (HSI, 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 (HSI, 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)

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 (CVPR Workshops, 2021)

Smart city and fire detection using thermal imaging. - Magdalena Mazur-Milecka; Natalia Glowacka; Mariusz Kaczmarek; Adam Bujnowski; Milosz Kaszynski; Jacek Ruminski (HSI, 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 (HSI, 2021)

Study of Multi-Class Classification Algorithms' Performance on Highly Imbalanced Network Intrusion Datasets. - Viktoras Bulavas; Virginijus Marcinkevicius; Jacek Ruminski (Informatica, 2021)

A survey of neural networks usage for intrusion detection systems. - Anna Drewek-Ossowicka; Mariusz Pietrolaj; Jacek Ruminski (J. Ambient Intell. Humaniz. Comput., 2021)

Face with Mask Detection in Thermal Images Using Deep Neural Networks. - Natalia Glowacka; Jacek Ruminski (Sensors, 2021)

Pedestrian detection in low-resolution thermal images. - A. Górska; P. Guzal; I. Namiotko; Aleksandra Wedolowska; M. Wloszczynska; Jacek Ruminski (HSI, 2022)

AITP - AI Thermal Pedestrians Dataset. - A. Górska; P. Guzal; I. Namiotko; Aleksandra Wedolowska; M. Wloszczynska; Jacek Ruminski (HSI, 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 (HSI, 2022)

Optimal placement of IMU sensor for the detection of children activity. - Magdalena Madej; Jacek Ruminski (HSI, 2022)

Human System Interaction in Review: Advancing the Artificial Intelligence Transformation. - Daswin De Silva; Rashmika Nawaratne; Jacek Ruminski; Aleksander Malinowski; Milos Manic (HSI, 2022)

Using Disparity Map for Moving Object Position Estimation in Pan Tilt Camera Images. - Tomasz Kocejko; Jacek Ruminski; Kang-Hyun Jo (IWIS, 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 (MICCAI (8), 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)

Respiratory Rate Estimation Based on Detected Mask Area in Thermal Images. - Natalia Kowalczyk; Jacek Ruminski (CVPR Workshops, 2023)

Test and Validation of an Internet of Things Platform for Remote Monitoring of Pregnant Women. - Jorge Miranda; Stefan Rahr Wagner; Magdalena Mazur-Milecka; Jacek Ruminski (HealthyIoT / HealthWear, 2023)

Multimodal camera for pedestrian detection with deep learning models. - Adam Dradrach; Jakub Konert; Jacek Ruminski (ICIT, 2023)

Federated Learning in Healthcare Industry: Mammography Case Study. - Krystian Zielinski; Natalia Kowalczyk; Tomasz Kocejko; Magdalena Mazur-Milecka; Tomasz Neumann; Jacek Ruminski (ICIT, 2023)

Driver's Condition Detection System Using Multimodal Imaging and Machine Learning Algorithms. - Paulina Leszczelowska; Maria Bollin; Karol Lempkowski; Mateusz Zak; Jacek Ruminski (IWANN (2), 2023)

Detection of People Swimming in Water Reservoirs with the Use of Multimodal Imaging and Machine Learning. - Jakub Konert; Adam Dradrach; Jacek Ruminski (PCBBE, 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 (PCBBE, 2023)

Mask Detection and Classification in Thermal Face Images. - Natalia Kowalczyk; Milena Sobotka; Jacek Ruminski (IEEE Access, 2023)

Mask Detection and Classification in Thermal Face Images. - Natalia Kowalczyk; Jacek Ruminski (CoRR, 2023)

Thermal Image Processing for Respiratory Estimation from Cubical Data with Expandable Depth. - Maciej Szankin; Alicja Kwasniewska; Jacek Ruminski (J. Imaging, 2023)

AI-Powered Cleaning Robot: A Sustainable Approach to Waste Management. - Johan Carcamo; Ahmad Shehada; Arda Candas; Nirav Vaghasiya; Murad Abdullayev; Andrii Melnyk; Jacek Ruminski (HSI, 2024)

Driver fatigue detection method based on facial image analysis. - S. Cichocka; Jacek Ruminski (HSI, 2024)

Data Domain Adaptation in Federated Learning in the Breast Mammography Image Classification Problem. - Lukasz Erimus; Aleksandra Borowska; Adrian Jaromin; Agnieszka Lewko; Jacek Ruminski (HSI, 2024)

Domain adaptation for inpainting-based face recognition studies. - Kamil Kopryk; Milena Sobotka; Jacek Ruminski; Paulina Leszczelowska (HSI, 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 (IWIS, 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 (IWIS, 2024)

A Review on Machine Learning Deployment Patterns and Key Features in the Prediction of Preeclampsia. - Louise Pedersen; Magdalena Mazur-Milecka; Jacek Ruminski; Stefan Rahr Wagner (Mach. Learn. Knowl. Extr., 2024)

Using CAISE Platform for Medical Image Anonymization System Development-Use Case Presentation. - Tomasz Kocejko; Jacek Ruminski; Tomasz Neumann; Magdalena Mazur-Milecka; Natalia Kowalczyk; Dmytro Tkachenko; Antoni Górecki; Jakub Klopotek-Glowczewski; Milena Sobotka (IWIS, 2025)

Dual-Attention U-Net++ with Class-Specific Ensembles and Bayesian Hyperparameter Optimization for Precise Wound and Scale Marker Segmentation. - Daniel Cieslak; Miriam Reca; Olena Onyshchenko; Jacek Ruminski (CoRR, 2025)