Alicja Kwasniewska

According to our database, Alicja Kwasniewska authored at least 22 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2023

Thermal Image Processing for Respiratory Estimation from Cubical Data with Expandable Depth.

Maciej Szankin, Alicja Kwasniewska, Jacek Ruminski

J. Imaging, 2023

Multi-sensor Ensemble-guided Attention Network for Aerial Vehicle Perception Beyond Visible Spectrum.

Alicja Kwasniewska, Anastacia MacAllister, Rey Nicolas, Javier Garzás

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

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

Proceedings of the 15th International Conference on Human System Interaction, 2022

Comparison of image pre-processing methods in liver segmentation task.

Kamil Kaczor, Pawel Nadachowski, Maksymilian Operlejn, Artur Piastowski, Marta Zielonka, Jan Cychnerski, Alicja Kwasniewska

Proceedings of the 15th International Conference on Human System Interaction, 2022

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

Proceedings of the 14th International Conference on Human System Interaction, 2021

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

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

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

2019

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

Proceedings of the IECON 2019, 2019

Influence of Thermal Imagery Resolution on Accuracy of Deep Learning based Face Recognition.

Maciej Szankin, Alicja Kwasniewska, Jacek Ruminski

Proceedings of the 12th International Conference on Human System Interaction, 2019

Evaluation of Facial Pulse Signals using Deep Neural Net Models.

Jacek Ruminski, Alicja Kwasniewska, Maciej Szankin, Tomasz Kocejko, Magdalena Mazur-Milecka

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Evaluating Accuracy of Respiratory Rate Estimation from Super Resolved Thermal Imagery.

Alicja Kwasniewska, Maciej Szankin, Jacek Ruminski, Mariusz Kaczmarek

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Edge Assisted Efficient Data Annotation for Realtime Video Big Data.

Libin Tang, Harish Subramony, Weian Chen, Jimin Ha, Hassnaa Moustafa, Tejaswini Sirlapu, Gauri Deshpande, Alicja Kwasniewska

Proceedings of the IECON 2018, 2018

Road Condition Evaluation Using Fusion of Multiple Deep Models on Always-On Vision Processor.

Maciej Szankin, Alicja Kwasniewska, Jacek Ruminski, Rey Nicolas

Proceedings of the IECON 2018, 2018

Speaker Recognition Using Convolutional Neural Network with Minimal Training Data for Smart Home Solutions.

Mingshan Wang, Tejaswini Sirlapu, Alicja Kwasniewska, Maciej Szankin, Marko Bartscherer, Rey Nicolas

Proceedings of the 11th International Conference on Human System Interaction, 2018

Optical Sensor Based Gestures Inference Using Recurrent Neural Network in Mobile Conditions.

Krzysztof Czuszynski, Alicja Kwasniewska, Maciej Szankin, Jacek Ruminski

Proceedings of the 11th International Conference on Human System Interaction, 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

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Remote Estimation of Video-Based Vital Signs in Emotion Invocation Studies.

Alicja Kwasniewska, Jacek Ruminski, Maciej Szankin, Krzysztof Czuszynski

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Pose-Invariant Face Detection by Replacing Deep Neurons with Capsules for Thermal Imagery in Telemedicine.

Alicja Kwasniewska, Jacek Ruminski, Maciej Szankin, Krzysztof Czuszynski

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Deep features class activation map for thermal face detection and tracking.

Alicja Kwasniewska, Jacek Ruminski, Paul Rad

Proceedings of the 10th International Conference on Human System Interactions, 2017

The motion influence on respiration rate estimation from low-resolution thermal sequences during attention focusing tasks.

Alicja Kwasniewska, Jacek Ruminski, Jerzy Wtorek

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

Real-time facial feature tracking in poor quality thermal imagery.

Alicja Kwasniewska, Jacek Ruminski

Proceedings of the 9th International Conference on Human System Interactions, 2016

2015

Quality of graphical markers for the needs of eyewear devices.

Alicja Kwasniewska, Joanna Klimiuk-Myszk, Jacek Ruminski, Jerome Forrier, Benoît Martin, Isabelle Pecci

Proceedings of the 8th International Conference on Human System Interaction, 2015