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2020 – today
- 2024
[c84]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: 1-6- [c83]S. Cichocka, Jacek Ruminski:
Driver fatigue detection method based on facial image analysis. HSI 2024: 1-6 - [c82]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: 1-6 - [c81]Kamil Kopryk, Milena Sobotka, Jacek Ruminski, Paulina Leszczelowska:
Domain adaptation for inpainting-based face recognition studies. HSI 2024: 1-4 - [c80]Tomasz Kocejko, Tomasz Neumann, Magdalena Mazur-Milecka, Natalia Kowalczyk, Jacek Ruminski, Kang-Hyun Jo, Milosz Kaszynski, Tomasz Ludwisiak:
Evaluating the Use of Edge Devices for Detection and Tracking of Vehicles in Smart City Environment. IWIS 2024: 1-6 - [c79]Tomasz Ludwisiak, Magdalena Mazur-Milecka, Tomasz Kocejko, Jacek Ruminski, Kang-Hyun Jo:
Evaluating the Use of Edge Device Towards Fall Detection in Smart City Environment. IWIS 2024: 1-5 - 2023
- [j10]Natalia Kowalczyk
, Milena Sobotka, Jacek Ruminski:
Mask Detection and Classification in Thermal Face Images. IEEE Access 11: 43349-43359 (2023) - [j9]Maciej Szankin, Alicja Kwasniewska, Jacek Ruminski:
Thermal Image Processing for Respiratory Estimation from Cubical Data with Expandable Depth. J. Imaging 9(9): 184 (2023) - [c78]Natalia Kowalczyk, Jacek Ruminski:
Respiratory Rate Estimation Based on Detected Mask Area in Thermal Images. CVPR Workshops 2023: 6042-6051 - [c77]Adam Dradrach, Jakub Konert, Jacek Ruminski:
Multimodal camera for pedestrian detection with deep learning models. ICIT 2023: 1-6 - [c76]Krystian Zielinski, Natalia Kowalczyk, Tomasz Kocejko, Magdalena Mazur-Milecka, Tomasz Neumann, Jacek Ruminski:
Federated Learning in Healthcare Industry: Mammography Case Study. ICIT 2023: 1-6 - [c75]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: 66-78 - [c74]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: 267-281 - [c73]Jakub Konert, Adam Dradrach, Jacek Ruminski:
Detection of People Swimming in Water Reservoirs with the Use of Multimodal Imaging and Machine Learning. PCBBE 2023: 431-442 - [i3]Natalia Kowalczyk, Jacek Ruminski:
Mask Detection and Classification in Thermal Face Images. CoRR abs/2304.02931 (2023) - 2022
- [j8]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): 7225-7235 (2022) - [c72]A. Górska, P. Guzal, I. Namiotko, Aleksandra Wedolowska, M. Wloszczynska, Jacek Ruminski:
Pedestrian detection in low-resolution thermal images. HSI 2022: 1-6 - [c71]A. Górska, P. Guzal, I. Namiotko, Aleksandra Wedolowska, M. Wloszczynska, Jacek Ruminski:
AITP - AI Thermal Pedestrians Dataset. HSI 2022: 1-4 - [c70]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: 1-7 - [c69]Magdalena Madej, Jacek Ruminski:
Optimal placement of IMU sensor for the detection of children activity. HSI 2022: 1-6 - [c68]Daswin De Silva, Rashmika Nawaratne, Jacek Ruminski, Aleksander Malinowski, Milos Manic:
Human System Interaction in Review: Advancing the Artificial Intelligence Transformation. HSI 2022: 1-5 - [c67]Tomasz Kocejko, Jacek Ruminski, Kang-Hyun Jo:
Using Disparity Map for Moving Object Position Estimation in Pan Tilt Camera Images. IWIS 2022: 1-4 - [c66]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: 177-187 - [i2]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 abs/2210.16236 (2022) - 2021
- [j7]Viktoras Bulavas, Virginijus Marcinkevicius, Jacek Ruminski:
Study of Multi-Class Classification Algorithms' Performance on Highly Imbalanced Network Intrusion Datasets. Informatica 32(3): 441-475 (2021) - [j6]Anna Drewek-Ossowicka, Mariusz Pietrolaj, Jacek Ruminski:
A survey of neural networks usage for intrusion detection systems. J. Ambient Intell. Humaniz. Comput. 12(1): 497-514 (2021) - [j5]Natalia Glowacka, Jacek Ruminski:
Face with Mask Detection in Thermal Images Using Deep Neural Networks. Sensors 21(19): 6387 (2021) - [c65]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: 3857-3867 - [c64]Magdalena Mazur-Milecka, Natalia Glowacka, Mariusz Kaczmarek, Adam Bujnowski, Milosz Kaszynski, Jacek Ruminski:
Smart city and fire detection using thermal imaging. HSI 2021: 1-7 - [c63]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: 1-7 - 2020
- [j4]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) - [c62]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: 204-209 - [c61]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: 295-299
2010 – 2019
- 2019
- [c60]Alicja Kwasniewska, Maciej Szankin, Jacek Ruminski, Mariusz Kaczmarek:
Evaluating Accuracy of Respiratory Rate Estimation from Super Resolved Thermal Imagery. EMBC 2019: 2744-2747 - [c59]Jacek Ruminski, Alicja Kwasniewska, Maciej Szankin, Tomasz Kocejko, Magdalena Mazur-Milecka:
Evaluation of Facial Pulse Signals using Deep Neural Net Models. EMBC 2019: 3399-3403 - [c58]Maciej Szankin, Alicja Kwasniewska, Jacek Ruminski:
Influence of Thermal Imagery Resolution on Accuracy of Deep Learning based Face Recognition. HSI 2019: 28-33 - [c57]Kamil Janczyk, Tomasz Neumann, Jacek Ruminski:
The influence of image masks definition on segmentation results of histopathological images using convolutional neural network. HSI 2019: 47-53 - [c56]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: 54-59 - [c55]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: 121-126 - [c54]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: 96-101 - 2018
- [c53]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: 778-781 - [c52]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: 1558-1561 - [c51]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: 2607-2610 - [c50]Alicja Kwasniewska, Jacek Ruminski, Maciej Szankin, Krzysztof Czuszynski:
Remote Estimation of Video-Based Vital Signs in Emotion Invocation Studies. EMBC 2018: 4872-4876 - [c49]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: 5822-5825 - [c48]Krzysztof Czuszynski, Alicja Kwasniewska, Maciej Szankin, Jacek Ruminski:
Optical Sensor Based Gestures Inference Using Recurrent Neural Network in Mobile Conditions. HSI 2018: 101-106 - [c47]Kamil Janczyk, Krzysztof Czuszynski, Jacek Ruminski:
Digits Recognition with Quadrant Photodiode and Convolutional Neural Network. HSI 2018: 111-117 - [c46]K. Wasilewska, Jacek Ruminski:
Analysis of the Accuracy of Pulse Estimation Using Smart Watches. HSI 2018: 519-525 - [c45]Maciej Szankin, Alicja Kwasniewska, Jacek Ruminski, Rey Nicolas:
Road Condition Evaluation Using Fusion of Multiple Deep Models on Always-On Vision Processor. IECON 2018: 3273-3279 - [c44]Krzysztof Czuszynski, Jacek Ruminski:
Towards Contactless, Hand Gestures-Based Control of Devices. IECON 2018: 3298-3303 - [e1]Adam Bujnowski, Mariusz Kaczmarek, Jacek Ruminski:
11th International Conference on Human System Interaction, HSI 2018, Gdansk, Poland, July 4-6, 2018. IEEE 2018, ISBN 978-1-5386-5024-0 [contents] - 2017
- [c43]Alicja Kwasniewska, Jacek Ruminski, Jerzy Wtorek:
The motion influence on respiration rate estimation from low-resolution thermal sequences during attention focusing tasks. EMBC 2017: 1421-1424 - [c42]Magdalena Mazur-Milecka, Jacek Ruminski:
Automatic analysis of the aggressive behavior of laboratory animals using thermal video processing. EMBC 2017: 3827-3830 - [c41]Aliaksei Andrushevich, Martin Biallas, Rolf Kistler, Jacek Ruminski, Adam Bujnowski, Jerzy Wtorek:
Open smart glasses development platform for AAL applications. GIoTS 2017: 1-6 - [c40]Kang-Hyun Jo, Luís Gomes, Milos Manic, Jacek Ruminski, Young Soo Suh:
Welcome message. HSI 2017: 1 - [c39]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: 12-17 - [c38]Krzysztof Czuszynski, Jacek Ruminski, Jerzy Wtorek:
Pose classification in the gesture recognition using the linear optical sensor. HSI 2017: 18-24 - [c37]Jerzy Dembski, Jacek Ruminski:
Playback detection using machine learning with spectrogram features approach. HSI 2017: 31-35 - [c36]Tomasz Kocejko, Jacek Ruminski, Piotr Przystup, Artur Polinski, Jerzy Wtorek:
The role of EMG module in hybrid interface of prosthetic arm. HSI 2017: 36-40 - [c35]Alicja Kwasniewska, Jacek Ruminski, Paul Rad:
Deep features class activation map for thermal face detection and tracking. HSI 2017: 41-47 - [c34]Jacek Lebiedz, Jerzy Redlarski, Jacek Ruminski:
Virtual designs and reconstructions of amber works: Amber craftsman simulator. HSI 2017: 246-249 - [i1]Krzysztof Czuszynski, Jacek Ruminski, Jerzy Wtorek:
The passive operating mode of the linear optical gesture sensor. CoRR abs/1712.04260 (2017) - 2016
- [j3]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: 6254827:1-6254827:14 (2016) - [c33]Adam Bujnowski, Jacek Ruminski, Mariusz Kaczmarek, Krzysztof Czuszynski, Piotr Przystup:
Cardiovascular data analysis using electronic wearable eyeglasses - preliminary study. FedCSIS 2016: 1409-1412 - [c32]Mariusz Kaczmarek, Jacek Ruminski, Adam Bujnowski:
Accuracy analysis of the RSSI BLE SensorTag signal for indoor localization purposes. FedCSIS 2016: 1413-1416 - [c31]Pawel Krzyzanowski, Tomasz Kocejko, Jacek Ruminski, Adam Bujnowski:
Enhanced Eye-Tracking Data: a Dual Sensor System for Smart Glasses Applications. FedCSIS 2016: 1417-1422 - [c30]Jacek Ruminski, Adam Bujnowski, Krzysztof Czuszynski, Tomasz Kocejko:
Estimation of respiration rate using an accelerometer and thermal camera in eGlasses. FedCSIS 2016: 1431-1434 - [c29]Tomasz Kocejko, Jacek Ruminski, Adam Bujnowski, Jerzy Wtorek:
The evaluation of eGlasses eye tracking module as an extension for Scratch. HSI 2016: 465-471 - [c28]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: 476-482 - [c27]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: 483-489 - [c26]Alicja Kwasniewska, Jacek Ruminski:
Real-time facial feature tracking in poor quality thermal imagery. HSI 2016: 504-510 - [c25]Adam Bujnowski, Jacek Ruminski, Piotr Przystup, Krzysztof Czuszynski, Tomasz Kocejko:
Self diagnostics using smart glasses - preliminary study. HSI 2016: 511-517 - [c24]Jacek Ruminski:
The accuracy of pulse rate estimation from the sequence of face images. HSI 2016: 518-524 - [c23]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: 525-531 - [c22]Krzysztof Czuszynski, Jacek Ruminski, Adam Bujnowski, Jerzy Wtorek:
Semi complex navigation with an active optical gesture sensor. UbiComp Adjunct 2016: 269-272 - 2015
- [c21]Maciej Smiatacz, Jacek Ruminski:
Local Texture Pattern Selection for Efficient Face Recognition and Tracking. CORES 2015: 359-368 - [c20]Krzysztof Czuszynski, Jacek Ruminski, Tomasz Kocejko, Jerzy Wtorek:
Septic safe interactions with smart glasses in health care. EMBC 2015: 1604-1607 - [c19]Jacek Ruminski, Krzysztof Czuszynski:
Application of smart glasses for fast and automatic color correction in health care. EMBC 2015: 4950-4953 - [c18]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: 158-165 - [c17]Tomasz Kocejko, Jacek Ruminski, Jerzy Wtorek, Benoît Martin:
Eye tracking within near-to-eye display. HSI 2015: 166-172 - [c16]Krzysztof Czuszynski, Jacek Ruminski, Jerzy Wtorek, Anita Vogl, Michael Haller:
Interactions using passive optical proximity detector. HSI 2015: 180-186 - [c15]Jacek Ruminski, Maciej Smiatacz, Adam Bujnowski, Aliaksei Andrushevich, Martin Biallas, Rolf Kistler:
Interactions with recognized patients using smart glasses. HSI 2015: 187-194 - [c14]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: 388-395 - 2014
- [c13]Tomasz Kocejko, Adam Bujnowski, Jacek Ruminski, Ewa Bylinska, Jerzy Wtorek:
Head movement compensation algorithm in multi-display communication by gaze. HSI 2014: 88-94 - [c12]Jacek Ruminski, Adam Bujnowski, Jerzy Wtorek, Aliaksei Andrushevich, Martin Biallas, Rolf Kistler:
Interactions with recognized objects. HSI 2014: 101-105 - [c11]Jacek Ruminski, Adam Bujnowski, Jerzy Wtorek:
Human-computer interactions in speech therapy using a blowing interface. HSI 2014: 178-181 - [c10]Krzysztof Czuszynski, Jacek Ruminski:
Interaction with medical data using QR-codes. HSI 2014: 182-187 - 2013
- [c9]Piotr Przystup, Adam Bujnowski, Jacek Ruminski, Jerzy Wtorek:
A multisensor detector of a sleep apnea for using at home. HSI 2013: 513-517 - [c8]Adam Bujnowski, Jacek Ruminski, Arkadiusz Palinski, Jerzy Wtorek:
Enhanced remote control providing medical functionalities. PervasiveHealth 2013: 290-293 - 2012
- [c7]Adam Bujnowski, Arkadiusz Palinski, Jedrzej Nowak, Mariusz Kaczmarek, Jacek Ruminski, Jerzy Wtorek:
Adding Medical Functionalities to a Remote Controller. HSI 2012: 97-104 - [c6]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: 525-536 - 2011
- [j2]Antoni Nowakowski, Maria Bochenska, Brygida Mielewska, Jacek Ruminski, Jerzy Wtorek:
Biomedical Engineering at Gdansk University of Technology. Bio Algorithms Med Syst. 7(3): 59-66 (2011) - [c5]Mariusz Kaczmarek, Jacek Ruminski, Adam Bujnowski:
Multimodal platform for continuous monitoring of elderly and disabled at home. FedCSIS 2011: 393-400 - [c4]Magdalena Lewandowska, Jacek Ruminski, Tomasz Kocejko, Jedrzej Nowak:
Measuring Pulse Rate with a Webcam - a Non-contact Method for Evaluating Cardiac Activity. FedCSIS 2011: 405-410
2000 – 2009
- 2009
- [c3]Jacek Ruminski, Tomasz Kocejko, Adam Bujnowski, Jerzy Wtorek:
Multimodal platform for communication, training and health monitoring at home. PervasiveHealth 2009: 1-5 - 2007
- [j1]Jacek Ruminski, Mariusz Kaczmarek, Alicja Renkielska, Antoni Nowakowski:
Thermal Parametric Imaging in the Evaluation of Skin Burn Depth. IEEE Trans. Biomed. Eng. 54(2): 303-312 (2007) - 2005
- [c2]Jacek Ruminski, Bartosz Karczewski:
Automatic Recognition of the Arterial Input Function in MRI Studies. CORES 2005: 671-677 - 2001
- [c1]Jacek Ruminski, Mariusz Kaczmarek, Antoni Nowakowski:
Medical Active Thermography - A New Image Reconstruction Method. CAIP 2001: 274-281
Coauthor Index
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