Jacek Ruminski

107 papers C 60Journal 15Unranked 32

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	Domain-Specific Adaptation of Deep Learning Models for Accurate Breast Region Segmentation in Mammography. HSI Paulina Leszczelowska, Jacek Ruminski
2025	J	`jnl`	Dual-Attention U-Net++ with Class-Specific Ensembles and Bayesian Hyperparameter Optimization for Precise Wound and Scale Marker Segmentation. CoRR Daniel Cieslak, Miriam Reca, Olena Onyshchenko, Jacek Ruminski
2025	C	`conf`	Evaluating the Sensitivity of Baseline Classifiers and Detection Model to GAN-Based Inpainting in Lung CT Analysis. HSI Dmytro Tkachenko, Jacek Ruminski
2025	C	`conf`	Evaluation of Skin Segmentation Methods for Explainable Pulse Signal Analysis. HSI Milena Sobotka, Kamil Kopryk, Jacek Ruminski
2025	C	`conf`	Fourier Domain Adaptation for Thermal Image Super-Resolution. HSI Kamil Kopryk, Milena Sobotka, Jacek Ruminski
2025	—	`conf`	Privacy-Preserving Audience Analytics: Lightweight Thermal Face Recognition for Real-Time Marketing Intelligence at the Edge. ICCVW Maciej Szankin, Jacek Ruminski
2025	—	`conf`	Using CAISE Platform for Medical Image Anonymization System Development-Use Case Presentation. IWIS Tomasz Kocejko, Jacek Ruminski, Tomasz Neumann, Magdalena Mazur-Milecka, Natalia Kowalczyk, Dmytro Tkachenko, Antoni Górecki, Jakub Klopotek-Glowczewski, Milena Sobotka
2024	J	`jnl`	A Review on Machine Learning Deployment Patterns and Key Features in the Prediction of Preeclampsia. Mach. Learn. Knowl. Extr. Louise Pedersen, Magdalena Mazur-Milecka, Jacek Ruminski, Stefan Rahr Wagner
2024	C	`conf`	AI-Powered Cleaning Robot: A Sustainable Approach to Waste Management. HSI Johan Carcamo, Ahmad Shehada, Arda Candas, Nirav Vaghasiya, Murad Abdullayev, Andrii Melnyk, Jacek Ruminski
2024	C	`conf`	Data Domain Adaptation in Federated Learning in the Breast Mammography Image Classification Problem. HSI Lukasz Erimus, Aleksandra Borowska, Adrian Jaromin, Agnieszka Lewko, Jacek Ruminski
2024	C	`conf`	Domain adaptation for inpainting-based face recognition studies. HSI Kamil Kopryk, Milena Sobotka, Jacek Ruminski, Paulina Leszczelowska
2024	C	`conf`	Driver fatigue detection method based on facial image analysis. HSI S. Cichocka, Jacek Ruminski
2024	—	`conf`	Evaluating the Use of Edge Device Towards Fall Detection in Smart City Environment. IWIS Tomasz Ludwisiak, Magdalena Mazur-Milecka, Tomasz Kocejko, Jacek Ruminski, Kang-Hyun Jo
2024	—	`conf`	Evaluating the Use of Edge Devices for Detection and Tracking of Vehicles in Smart City Environment. IWIS Tomasz Kocejko, Tomasz Neumann, Magdalena Mazur-Milecka, Natalia Kowalczyk, Jacek Ruminski, Kang-Hyun Jo, Milosz Kaszynski, Tomasz Ludwisiak
2023	—	`conf`	Detection of People Swimming in Water Reservoirs with the Use of Multimodal Imaging and Machine Learning. PCBBE Jakub Konert, Adam Dradrach, Jacek Ruminski
2023	—	`conf`	Driver's Condition Detection System Using Multimodal Imaging and Machine Learning Algorithms. IWANN (2) Paulina Leszczelowska, Maria Bollin, Karol Lempkowski, Mateusz Zak, Jacek Ruminski
2023	—	`conf`	Federated Learning in Healthcare Industry: Mammography Case Study. ICIT Krystian Zielinski, Natalia Kowalczyk, Tomasz Kocejko, Magdalena Mazur-Milecka, Tomasz Neumann, Jacek Ruminski
2023	J	`jnl`	Mask Detection and Classification in Thermal Face Images. IEEE Access Natalia Kowalczyk, Milena Sobotka, Jacek Ruminski
2023	J	`jnl`	Mask Detection and Classification in Thermal Face Images. CoRR Natalia Kowalczyk, Jacek Ruminski
2023	—	`conf`	Multimodal camera for pedestrian detection with deep learning models. ICIT Adam Dradrach, Jakub Konert, Jacek Ruminski
2023	—	`conf`	Preeclampsia Risk Prediction Using Machine Learning Methods Trained on Synthetic Data. PCBBE Magdalena Mazur-Milecka, Natalia Kowalczyk, Kinga Jaguszewska, Dorota Zamkowska, Dariusz Wójcik, Krzysztof Preis, Henriette Skov, Stefan Rahr Wagner, Puk Sandager, Milena Sobotka, Jacek Ruminski
2023	—	`conf`	Respiratory Rate Estimation Based on Detected Mask Area in Thermal Images. CVPR Workshops Natalia Kowalczyk, Jacek Ruminski
2023	—	`conf`	Test and Validation of an Internet of Things Platform for Remote Monitoring of Pregnant Women. HealthyIoT / HealthWear Jorge Miranda, Stefan Rahr Wagner, Magdalena Mazur-Milecka, Jacek Ruminski
2023	J	`jnl`	Thermal Image Processing for Respiratory Estimation from Cubical Data with Expandable Depth. J. Imaging Maciej Szankin, Alicja Kwasniewska, Jacek Ruminski
2022	C	`conf`	AITP - AI Thermal Pedestrians Dataset. HSI A. Górska, P. Guzal, I. Namiotko, Aleksandra Wedolowska, M. Wloszczynska, Jacek Ruminski
2022	C	`conf`	Human System Interaction in Review: Advancing the Artificial Intelligence Transformation. HSI Daswin De Silva, Rashmika Nawaratne, Jacek Ruminski, Aleksander Malinowski, Milos Manic
2022	—	`conf`	Multi-task Video Enhancement for Dental Interventions. MICCAI (8) Efklidis Katsaros, Piotr Kopa Ostrowski, Krzysztof Wlódarczak, Emilia Lewandowska, Jacek Ruminski, Damian Siupka-Mróz, Lukasz Lassmann, Anna Jezierska, Daniel Wesierski
2022	J	`jnl`	Multi-task Video Enhancement for Dental Interventions. CoRR Efklidis Katsaros, Piotr Kopa Ostrowski, Krzysztof Wlódarczak, Emilia Lewandowska, Jacek Ruminski, Damian Siupka-Mróz, Lukasz Lassmann, Anna Jezierska, Daniel Wesierski
2022	C	`conf`	Optimal placement of IMU sensor for the detection of children activity. HSI Magdalena Madej, Jacek Ruminski
2022	C	`conf`	Pedestrian detection in low-resolution thermal images. HSI A. Górska, P. Guzal, I. Namiotko, Aleksandra Wedolowska, M. Wloszczynska, Jacek Ruminski
2022	C	`conf`	Preferred Benchmarking Criteria for Systematic Taxonomy of Embedded Platforms (STEP) in Human System Interaction Systems. HSI Alicja Kwasniewska, Sharath Raghava, Carlos Dávila, Mikael Sevenier, David Gamba, Jacek Ruminski
2022	—	`conf`	Using Disparity Map for Moving Object Position Estimation in Pan Tilt Camera Images. IWIS Tomasz Kocejko, Jacek Ruminski, Kang-Hyun Jo
2022	J	`jnl`	Using convolutional neural networks for corneal arcus detection towards familial hypercholesterolemia screening. J. King Saud Univ. Comput. Inf. Sci. Tomasz Kocejko, Jacek Ruminski, Magdalena Mazur-Milecka, Marzena Romanowska-Kocejko, Krzysztof Chlebus, Kang-Hyun Jo
2021	J	`jnl`	A survey of neural networks usage for intrusion detection systems. J. Ambient Intell. Humaniz. Comput. Anna Drewek-Ossowicka, Mariusz Pietrolaj, Jacek Ruminski
2021	J	`jnl`	Face with Mask Detection in Thermal Images Using Deep Neural Networks. Sensors Natalia Glowacka, Jacek Ruminski
2021	C	`conf`	Fully Automated AI-powered Contactless Cough Detection based on Pixel Value Dynamics Occurring within Facial Regions. HSI Maciej Szankin, Alicja Kwasniewska, Natalia Glowacka, Jacek Ruminski, Rey Nicolas, David Gamba
2021	—	`conf`	Improving Accuracy of Respiratory Rate Estimation by Restoring High Resolution Features With Transformers and Recursive Convolutional Models. CVPR Workshops Alicja Kwasniewska, Maciej Szankin, Jacek Ruminski, Anthony Sarah, David Gamba
2021	C	`conf`	Smart city and fire detection using thermal imaging. HSI Magdalena Mazur-Milecka, Natalia Glowacka, Mariusz Kaczmarek, Adam Bujnowski, Milosz Kaszynski, Jacek Ruminski
2021	J	`jnl`	Study of Multi-Class Classification Algorithms' Performance on Highly Imbalanced Network Intrusion Datasets. Informatica Viktoras Bulavas, Virginijus Marcinkevicius, Jacek Ruminski
2020	C	`conf`	Design aspects of a low-cost prosthetic arm for people with severe movement disabilities. HSI Tomasz Kocejko, Radoslaw Weglerski, Tomasz Zubowicz, Jacek Ruminski, Jerzy Wtorek, Krzysztof Arminski
2020	C	`conf`	Neural network based algorithm for hand gesture detection in a low-cost microprocessor applications. HSI Tomasz Kocejko, Filip Brzezinski, Artur Polinski, Jacek Ruminski, Jerzy Wtorek
2020	J	`jnl`	Super-resolved thermal imagery for high-accuracy facial areas detection and analysis. Eng. Appl. Artif. Intell. Alicja Kwasniewska, Jacek Ruminski, Maciej Szankin, Mariusz Kaczmarek
2019	C	`conf`	Deep Learning Optimization for Edge Devices: Analysis of Training Quantization Parameters. IECON Alicja Kwasniewska, Maciej Szankin, Mateusz Ozga, Jason Wolfe, Arun Das, Adam Zajac, Jacek Ruminski, Paul Rad
2019	C	`conf`	Detection of the Oocyte Orientation for the ICSI Method Automation. HSI Magdalena Mazur-Milecka, Emilia Kaczmarczyk, Lukasz Wróbel, Patryk Przybylski, Marika Trudnowska, Aleksandra Podwojcik, Monika Jagiello, Krzysztof Lukaszuk, Jacek Ruminski
2019	—	`conf`	Evaluating Accuracy of Respiratory Rate Estimation from Super Resolved Thermal Imagery. EMBC Alicja Kwasniewska, Maciej Szankin, Jacek Ruminski, Mariusz Kaczmarek
2019	—	`conf`	Evaluation of Facial Pulse Signals using Deep Neural Net Models. EMBC Jacek Ruminski, Alicja Kwasniewska, Maciej Szankin, Tomasz Kocejko, Magdalena Mazur-Milecka
2019	C	`conf`	Influence of Thermal Imagery Resolution on Accuracy of Deep Learning based Face Recognition. HSI Maciej Szankin, Alicja Kwasniewska, Jacek Ruminski
2019	C	`conf`	The influence of image masks definition on segmentation results of histopathological images using convolutional neural network. HSI Kamil Janczyk, Tomasz Neumann, Jacek Ruminski
2019	C	`conf`	Using Eye-tracking to get information on the skills acquisition by the radiology residents. HSI Tomasz Kocejko, Tomasz Gorycki, Artur Polinski, Adam Bujnowski, Mariusz Kaczmarek, Jacek Ruminski, Antoni Nowakowski, Jerzy Wtorek
2018	C	`ed.`	11th International Conference on Human System Interaction, HSI 2018, Gdansk, Poland, July 4-6, 2018 HSI Adam Bujnowski, Mariusz Kaczmarek, Jacek Ruminski
2018	—	`conf`	A Meta-Analysis of Pulse Arrival Time Based Blood Pressure Estimation. EMBC Artur Polinski, Michal Pietrewicz, Tomasz Kocejko, Adam Bujnowski, Jacek Ruminski, Jerzy Wtorek
2018	C	`conf`	Analysis of the Accuracy of Pulse Estimation Using Smart Watches. HSI K. Wasilewska, Jacek Ruminski
2018	C	`conf`	Digits Recognition with Quadrant Photodiode and Convolutional Neural Network. HSI Kamil Janczyk, Krzysztof Czuszynski, Jacek Ruminski
2018	—	`conf`	Long Distance Vital Signs Monitoring with Person Identification for Smart Home Solutions. EMBC Maciej Szankin, Alicja Kwasniewska, Tejaswini Sirlapu, Mingshan Wang, Jacek Ruminski, Rey Nicolas, Marko Bartscherer
2018	C	`conf`	Optical Sensor Based Gestures Inference Using Recurrent Neural Network in Mobile Conditions. HSI Krzysztof Czuszynski, Alicja Kwasniewska, Maciej Szankin, Jacek Ruminski
2018	—	`conf`	Pose-Invariant Face Detection by Replacing Deep Neurons with Capsules for Thermal Imagery in Telemedicine. EMBC Alicja Kwasniewska, Jacek Ruminski, Maciej Szankin, Krzysztof Czuszynski
2018	—	`conf`	Remote Estimation of Video-Based Vital Signs in Emotion Invocation Studies. EMBC Alicja Kwasniewska, Jacek Ruminski, Maciej Szankin, Krzysztof Czuszynski
2018	C	`conf`	Road Condition Evaluation Using Fusion of Multiple Deep Models on Always-On Vision Processor. IECON Maciej Szankin, Alicja Kwasniewska, Jacek Ruminski, Rey Nicolas
2018	—	`conf`	The Analysis of Temperature Changes of the Saliva Traces Left on the Fur During Laboratory Rats Soial Contacts. EMBC Magdalena Mazur-Milecka, Jacek Ruminski
2018	C	`conf`	Towards Contactless, Hand Gestures-Based Control of Devices. IECON Krzysztof Czuszynski, Jacek Ruminski
2017	—	`conf`	Automatic analysis of the aggressive behavior of laboratory animals using thermal video processing. EMBC Magdalena Mazur-Milecka, Jacek Ruminski
2017	C	`conf`	Deep features class activation map for thermal face detection and tracking. HSI Alicja Kwasniewska, Jacek Ruminski, Paul Rad
2017	C	`conf`	Extending touch-less interaction with smart glasses by implementing EMG module. HSI Tomasz Kocejko, Krzysztof Czuszynski, Jacek Ruminski, Adam Bujnowski, Artur Polinski, Jerzy Wtorek
2017	—	`conf`	Open smart glasses development platform for AAL applications. GIoTS Aliaksei Andrushevich, Martin Biallas, Rolf Kistler, Jacek Ruminski, Adam Bujnowski, Jerzy Wtorek
2017	C	`conf`	Playback detection using machine learning with spectrogram features approach. HSI Jerzy Dembski, Jacek Ruminski
2017	C	`conf`	Pose classification in the gesture recognition using the linear optical sensor. HSI Krzysztof Czuszynski, Jacek Ruminski, Jerzy Wtorek
2017	—	`conf`	The motion influence on respiration rate estimation from low-resolution thermal sequences during attention focusing tasks. EMBC Alicja Kwasniewska, Jacek Ruminski, Jerzy Wtorek
2017	J	`jnl`	The passive operating mode of the linear optical gesture sensor. CoRR Krzysztof Czuszynski, Jacek Ruminski, Jerzy Wtorek
2017	C	`conf`	The role of EMG module in hybrid interface of prosthetic arm. HSI Tomasz Kocejko, Jacek Ruminski, Piotr Przystup, Artur Polinski, Jerzy Wtorek
2017	C	`conf`	Virtual designs and reconstructions of amber works: Amber craftsman simulator. HSI Jacek Lebiedz, Jerzy Redlarski, Jacek Ruminski
2017	C	`conf`	Welcome message. HSI Kang-Hyun Jo, Luís Gomes, Milos Manic, Jacek Ruminski, Young Soo Suh
2016	C	`conf`	Accuracy analysis of the RSSI BLE SensorTag signal for indoor localization purposes. FedCSIS Mariusz Kaczmarek, Jacek Ruminski, Adam Bujnowski
2016	C	`conf`	Cardiovascular data analysis using electronic wearable eyeglasses - preliminary study. FedCSIS Adam Bujnowski, Jacek Ruminski, Mariusz Kaczmarek, Krzysztof Czuszynski, Piotr Przystup
2016	C	`conf`	EMG and gaze based interaction with graphic interface of smart glasses application. HSI Tomasz Kocejko, Adam Bujnowski, Jacek Ruminski, Krzysztof Czuszynski, Michal Pietrewicz, Artur Polinski
2016	C	`conf`	Enhanced Eye-Tracking Data: a Dual Sensor System for Smart Glasses Applications. FedCSIS Pawel Krzyzanowski, Tomasz Kocejko, Jacek Ruminski, Adam Bujnowski
2016	C	`conf`	Estimation of respiration rate using an accelerometer and thermal camera in eGlasses. FedCSIS Jacek Ruminski, Adam Bujnowski, Krzysztof Czuszynski, Tomasz Kocejko
2016	C	`conf`	Estimation of the amplitude of the signal for the active optical gesture sensor with sparse detectors. HSI Krzysztof Czuszynski, Jacek Ruminski, Artur Polinski, Adam Bujnowski
2016	J	`jnl`	Performance Analysis of Interaction between Smart Glasses and Smart Objects Using Image-Based Object Identification. Int. J. Distributed Sens. Networks Jacek Ruminski, Adam Bujnowski, Tomasz Kocejko, Jerzy Wtorek, Aliaksei Andrushevich, Martin Biallas, Rolf Kistler
2016	C	`conf`	Real-time facial feature tracking in poor quality thermal imagery. HSI Alicja Kwasniewska, Jacek Ruminski
2016	C	`conf`	Self diagnostics using smart glasses - preliminary study. HSI Adam Bujnowski, Jacek Ruminski, Piotr Przystup, Krzysztof Czuszynski, Tomasz Kocejko
2016	—	`conf`	Semi complex navigation with an active optical gesture sensor. UbiComp Adjunct Krzysztof Czuszynski, Jacek Ruminski, Adam Bujnowski, Jerzy Wtorek
2016	C	`conf`	The accuracy of pulse rate estimation from the sequence of face images. HSI Jacek Ruminski
2016	C	`conf`	The data exchange between smart glasses and healthcare information systems using the HL7 FHIR standard. HSI Jacek Ruminski, Adam Bujnowski, Tomasz Kocejko, Aliaksei Andrushevich, Martin Biallas, Rolf Kistler
2016	C	`conf`	The evaluation of eGlasses eye tracking module as an extension for Scratch. HSI Tomasz Kocejko, Jacek Ruminski, Adam Bujnowski, Jerzy Wtorek
2015	—	`conf`	Application of smart glasses for fast and automatic color correction in health care. EMBC Jacek Ruminski, Krzysztof Czuszynski
2015	C	`conf`	Comparison of active proximity radars for the wearable devices. HSI Adam Bujnowski, Krzysztof Czuszynski, Jacek Ruminski, Jerzy Wtorek, Roderick McCall, Andrei Popleteev, Nicolas Louveton, Thomas Engel
2015	C	`conf`	Eye tracking within near-to-eye display. HSI Tomasz Kocejko, Jacek Ruminski, Jerzy Wtorek, Benoît Martin
2015	C	`conf`	Interactions using passive optical proximity detector. HSI Krzysztof Czuszynski, Jacek Ruminski, Jerzy Wtorek, Anita Vogl, Michael Haller
2015	C	`conf`	Interactions with recognized patients using smart glasses. HSI Jacek Ruminski, Maciej Smiatacz, Adam Bujnowski, Aliaksei Andrushevich, Martin Biallas, Rolf Kistler
2015	—	`conf`	Local Texture Pattern Selection for Efficient Face Recognition and Tracking. CORES Maciej Smiatacz, Jacek Ruminski
2015	C	`conf`	Quality of graphical markers for the needs of eyewear devices. HSI Alicja Kwasniewska, Joanna Klimiuk-Myszk, Jacek Ruminski, Jerome Forrier, Benoît Martin, Isabelle Pecci
2015	—	`conf`	Septic safe interactions with smart glasses in health care. EMBC Krzysztof Czuszynski, Jacek Ruminski, Tomasz Kocejko, Jerzy Wtorek
2014	C	`conf`	Head movement compensation algorithm in multi-display communication by gaze. HSI Tomasz Kocejko, Adam Bujnowski, Jacek Ruminski, Ewa Bylinska, Jerzy Wtorek
2014	C	`conf`	Human-computer interactions in speech therapy using a blowing interface. HSI Jacek Ruminski, Adam Bujnowski, Jerzy Wtorek
2014	C	`conf`	Interaction with medical data using QR-codes. HSI Krzysztof Czuszynski, Jacek Ruminski
2014	C	`conf`	Interactions with recognized objects. HSI Jacek Ruminski, Adam Bujnowski, Jerzy Wtorek, Aliaksei Andrushevich, Martin Biallas, Rolf Kistler
2013	C	`conf`	A multisensor detector of a sleep apnea for using at home. HSI Piotr Przystup, Adam Bujnowski, Jacek Ruminski, Jerzy Wtorek
2013	—	`conf`	Enhanced remote control providing medical functionalities. PervasiveHealth Adam Bujnowski, Jacek Ruminski, Arkadiusz Palinski, Jerzy Wtorek
2012	C	`conf`	Adding Medical Functionalities to a Remote Controller. HSI Adam Bujnowski, Arkadiusz Palinski, Jedrzej Nowak, Mariusz Kaczmarek, Jacek Ruminski, Jerzy Wtorek
2012	—	`conf`	The Use of Mobile Devices in the Care and Home Monitoring of the Elderly and the Sick. ITIB Mariusz Kaczmarek, Jedrzej Nowak, Jacek Ruminski, Jerzy Wtorek, Tomasz Kocejko
2011	J	`jnl`	Biomedical Engineering at Gdansk University of Technology. Bio Algorithms Med Syst. Antoni Nowakowski, Maria Bochenska, Brygida Mielewska, Jacek Ruminski, Jerzy Wtorek
2011	C	`conf`	Measuring Pulse Rate with a Webcam - a Non-contact Method for Evaluating Cardiac Activity. FedCSIS Magdalena Lewandowska, Jacek Ruminski, Tomasz Kocejko, Jedrzej Nowak
2011	C	`conf`	Multimodal platform for continuous monitoring of elderly and disabled at home. FedCSIS Mariusz Kaczmarek, Jacek Ruminski, Adam Bujnowski
2009	—	`conf`	Multimodal platform for communication, training and health monitoring at home. PervasiveHealth Jacek Ruminski, Tomasz Kocejko, Adam Bujnowski, Jerzy Wtorek
2007	J	`jnl`	Thermal Parametric Imaging in the Evaluation of Skin Burn Depth. IEEE Trans. Biomed. Eng. Jacek Ruminski, Mariusz Kaczmarek, Alicja Renkielska, Antoni Nowakowski
2005	—	`conf`	Automatic Recognition of the Arterial Input Function in MRI Studies. CORES Jacek Ruminski, Bartosz Karczewski
2001	C	`conf`	Medical Active Thermography - A New Image Reconstruction Method. CAIP Jacek Ruminski, Mariusz Kaczmarek, Antoni Nowakowski