| 2025 | HSI | Fourier Domain Adaptation for Thermal Image Super-Resolution. | Kamil Kopryk, Milena Sobotka, Jacek Ruminski |
| 2025 | HSI | Domain-Specific Adaptation of Deep Learning Models for Accurate Breast Region Segmentation in Mammography. | Paulina Leszczelowska, Jacek Ruminski |
| 2025 | HSI | Evaluation of Skin Segmentation Methods for Explainable Pulse Signal Analysis. | Milena Sobotka, Kamil Kopryk, Jacek Ruminski |
| 2025 | HSI | Evaluating the Sensitivity of Baseline Classifiers and Detection Model to GAN-Based Inpainting in Lung CT Analysis. | Dmytro Tkachenko, Jacek Ruminski |
| 2025 | ICCV | Privacy-Preserving Audience Analytics: Lightweight Thermal Face Recognition for Real-Time Marketing Intelligence at the Edge. | Maciej Szankin, Jacek Ruminski |
| 2024 | HSI | AI-Powered Cleaning Robot: A Sustainable Approach to Waste Management. | Johan Carcamo, Ahmad Shehada, Arda Candas, Nirav Vaghasiya, Murad Abdullayev, Andrii Melnyk, Jacek Ruminski |
| 2024 | HSI | Driver fatigue detection method based on facial image analysis. | S. Cichocka, Jacek Ruminski |
| 2024 | HSI | Data Domain Adaptation in Federated Learning in the Breast Mammography Image Classification Problem. | Lukasz Erimus, Aleksandra Borowska, Adrian Jaromin, Agnieszka Lewko, Jacek Ruminski |
| 2024 | HSI | Domain adaptation for inpainting-based face recognition studies. | Kamil Kopryk, Milena Sobotka, Jacek Ruminski, Paulina Leszczelowska |
| 2023 | CVPR | Respiratory Rate Estimation Based on Detected Mask Area in Thermal Images. | Natalia Kowalczyk, Jacek Ruminski |
| 2023 | IWANN | Driver's Condition Detection System Using Multimodal Imaging and Machine Learning Algorithms. | Paulina Leszczelowska, Maria Bollin, Karol Lempkowski, Mateusz Zak, Jacek Ruminski |
| 2022 | HSI | Pedestrian detection in low-resolution thermal images. | A. Grska, P. Guzal, I. Namiotko, Aleksandra Wedolowska, M. Wloszczynska, Jacek Ruminski |
| 2022 | HSI | AITP - AI Thermal Pedestrians Dataset. | A. Grska, P. Guzal, I. Namiotko, Aleksandra Wedolowska, M. Wloszczynska, Jacek Ruminski |
| 2022 | HSI | Preferred Benchmarking Criteria for Systematic Taxonomy of Embedded Platforms (STEP) in Human System Interaction Systems. | Alicja Kwasniewska, Sharath Raghava, Carlos Dvila, Mikael Sevenier, David Gamba, Jacek Ruminski |
| 2022 | HSI | Optimal placement of IMU sensor for the detection of children activity. | Magdalena Madej, Jacek Ruminski |
| 2022 | HSI | Human System Interaction in Review: Advancing the Artificial Intelligence Transformation. | Daswin De Silva, Rashmika Nawaratne, Jacek Ruminski, Aleksander Malinowski, Milos Manic |
| 2022 | MICCAI | Multi-task Video Enhancement for Dental Interventions. | Efklidis Katsaros, Piotr Kopa Ostrowski, Krzysztof Wldarczak, Emilia Lewandowska, Jacek Ruminski, Damian Siupka-Mrz, Lukasz Lassmann, Anna Jezierska, Daniel Wesierski |
| 2021 | CVPR | 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 |
| 2021 | HSI | Smart city and fire detection using thermal imaging. | Magdalena Mazur-Milecka, Natalia Glowacka, Mariusz Kaczmarek, Adam Bujnowski, Milosz Kaszynski, Jacek Ruminski |
| 2021 | HSI | 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 |
| 2020 | HSI | Neural network based algorithm for hand gesture detection in a low-cost microprocessor applications. | Tomasz Kocejko, Filip Brzezinski, Artur Polinski, Jacek Ruminski, Jerzy Wtorek |
| 2020 | HSI | 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 |
| 2019 | HSI | The influence of image masks definition on segmentation results of histopathological images using convolutional neural network. | Kamil Janczyk, Tomasz Neumann, Jacek Ruminski |
| 2019 | HSI | 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 |
| 2019 | HSI | Detection of the Oocyte Orientation for the ICSI Method Automation. | Magdalena Mazur-Milecka, Emilia Kaczmarczyk, Lukasz Wrbel, Patryk Przybylski, Marika Trudnowska, Aleksandra Podwojcik, Monika Jagiello, Krzysztof Lukaszuk, Jacek Ruminski |
| 2019 | HSI | Influence of Thermal Imagery Resolution on Accuracy of Deep Learning based Face Recognition. | Maciej Szankin, Alicja Kwasniewska, Jacek Ruminski |
| 2019 | IECON | 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 |
| 2018 | HSI | Optical Sensor Based Gestures Inference Using Recurrent Neural Network in Mobile Conditions. | Krzysztof Czuszynski, Alicja Kwasniewska, Maciej Szankin, Jacek Ruminski |
| 2018 | HSI | Digits Recognition with Quadrant Photodiode and Convolutional Neural Network. | Kamil Janczyk, Krzysztof Czuszynski, Jacek Ruminski |
| 2018 | HSI | Analysis of the Accuracy of Pulse Estimation Using Smart Watches. | K. Wasilewska, Jacek Ruminski |
| 2018 | IECON | Towards Contactless, Hand Gestures-Based Control of Devices. | Krzysztof Czuszynski, Jacek Ruminski |
| 2018 | IECON | Road Condition Evaluation Using Fusion of Multiple Deep Models on Always-On Vision Processor. | Maciej Szankin, Alicja Kwasniewska, Jacek Ruminski, Rey Nicolas |
| 2017 | HSI | Pose classification in the gesture recognition using the linear optical sensor. | Krzysztof Czuszynski, Jacek Ruminski, Jerzy Wtorek |
| 2017 | HSI | Playback detection using machine learning with spectrogram features approach. | Jerzy Dembski, Jacek Ruminski |
| 2017 | HSI | Welcome message. | Kang-Hyun Jo, Lus Gomes, Milos Manic, Jacek Ruminski, Young Soo Suh |
| 2017 | HSI | Extending touch-less interaction with smart glasses by implementing EMG module. | Tomasz Kocejko, Krzysztof Czuszynski, Jacek Ruminski, Adam Bujnowski, Artur Polinski, Jerzy Wtorek |
| 2017 | HSI | The role of EMG module in hybrid interface of prosthetic arm. | Tomasz Kocejko, Jacek Ruminski, Piotr Przystup, Artur Polinski, Jerzy Wtorek |
| 2017 | HSI | Deep features class activation map for thermal face detection and tracking. | Alicja Kwasniewska, Jacek Ruminski, Paul Rad |
| 2017 | HSI | Virtual designs and reconstructions of amber works: Amber craftsman simulator. | Jacek Lebiedz, Jerzy Redlarski, Jacek Ruminski |
| 2016 | FedCSIS | Cardiovascular data analysis using electronic wearable eyeglasses - preliminary study. | Adam Bujnowski, Jacek Ruminski, Mariusz Kaczmarek, Krzysztof Czuszynski, Piotr Przystup |
| 2016 | FedCSIS | Accuracy analysis of the RSSI BLE SensorTag signal for indoor localization purposes. | Mariusz Kaczmarek, Jacek Ruminski, Adam Bujnowski |
| 2016 | FedCSIS | Enhanced Eye-Tracking Data: a Dual Sensor System for Smart Glasses Applications. | Pawel Krzyzanowski, Tomasz Kocejko, Jacek Ruminski, Adam Bujnowski |
| 2016 | FedCSIS | Estimation of respiration rate using an accelerometer and thermal camera in eGlasses. | Jacek Ruminski, Adam Bujnowski, Krzysztof Czuszynski, Tomasz Kocejko |
| 2016 | HSI | Self diagnostics using smart glasses - preliminary study. | Adam Bujnowski, Jacek Ruminski, Piotr Przystup, Krzysztof Czuszynski, Tomasz Kocejko |
| 2016 | HSI | Estimation of the amplitude of the signal for the active optical gesture sensor with sparse detectors. | Krzysztof Czuszynski, Jacek Ruminski, Artur Polinski, Adam Bujnowski |
| 2016 | HSI | EMG and gaze based interaction with graphic interface of smart glasses application. | Tomasz Kocejko, Adam Bujnowski, Jacek Ruminski, Krzysztof Czuszynski, Michal Pietrewicz, Artur Polinski |
| 2016 | HSI | The evaluation of eGlasses eye tracking module as an extension for Scratch. | Tomasz Kocejko, Jacek Ruminski, Adam Bujnowski, Jerzy Wtorek |
| 2016 | HSI | Real-time facial feature tracking in poor quality thermal imagery. | Alicja Kwasniewska, Jacek Ruminski |
| 2016 | HSI | The accuracy of pulse rate estimation from the sequence of face images. | Jacek Ruminski |
| 2016 | HSI | 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 |
| 2015 | HSI | 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 |
| 2015 | HSI | Interactions using passive optical proximity detector. | Krzysztof Czuszynski, Jacek Ruminski, Jerzy Wtorek, Anita Vogl, Michael Haller |
| 2015 | HSI | Eye tracking within near-to-eye display. | Tomasz Kocejko, Jacek Ruminski, Jerzy Wtorek, Benot Martin |
| 2015 | HSI | Quality of graphical markers for the needs of eyewear devices. | Alicja Kwasniewska, Joanna Klimiuk-Myszk, Jacek Ruminski, Jerome Forrier, Benot Martin, Isabelle Pecci |
| 2015 | HSI | Interactions with recognized patients using smart glasses. | Jacek Ruminski, Maciej Smiatacz, Adam Bujnowski, Aliaksei Andrushevich, Martin Biallas, Rolf Kistler |
| 2014 | HSI | Interaction with medical data using QR-codes. | Krzysztof Czuszynski, Jacek Ruminski |
| 2014 | HSI | Head movement compensation algorithm in multi-display communication by gaze. | Tomasz Kocejko, Adam Bujnowski, Jacek Ruminski, Ewa Bylinska, Jerzy Wtorek |
| 2014 | HSI | Human-computer interactions in speech therapy using a blowing interface. | Jacek Ruminski, Adam Bujnowski, Jerzy Wtorek |
| 2014 | HSI | Interactions with recognized objects. | Jacek Ruminski, Adam Bujnowski, Jerzy Wtorek, Aliaksei Andrushevich, Martin Biallas, Rolf Kistler |
| 2013 | HSI | A multisensor detector of a sleep apnea for using at home. | Piotr Przystup, Adam Bujnowski, Jacek Ruminski, Jerzy Wtorek |
| 2012 | HSI | Adding Medical Functionalities to a Remote Controller. | Adam Bujnowski, Arkadiusz Palinski, Jedrzej Nowak, Mariusz Kaczmarek, Jacek Ruminski, Jerzy Wtorek |
| 2011 | FedCSIS | Multimodal platform for continuous monitoring of elderly and disabled at home. | Mariusz Kaczmarek, Jacek Ruminski, Adam Bujnowski |
| 2011 | FedCSIS | Measuring Pulse Rate with a Webcam - a Non-contact Method for Evaluating Cardiac Activity. | Magdalena Lewandowska, Jacek Ruminski, Tomasz Kocejko, Jedrzej Nowak |
| 2001 | CAIP | Medical Active Thermography - A New Image Reconstruction Method. | Jacek Ruminski, Mariusz Kaczmarek, Antoni Nowakowski |