Alicja Kwasniewska

Principal Researcher, Amazon

Joined

December 2020

Names

Alicja Kwasniewska (Preferred)

Emails

****@gmail.com (Confirmed)

****@sima.ai (Confirmed)

****@amazon.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Principal Researcher

Amazon (amazon.com)

2024 – Present

software architect

Sima.ai (sima.ai)

2020 – 2024

deep learning software engineer

Intel (intel.com)

2015 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

deep learning

Present

computer vision

Present

super resolution

Present

healthcare

Present

cnn

Present

Publications

Comparison of image pre-processing methods in liver segmentation task
Kamil Kaczor, Pawel Nadachowski, Maksymilian Operlejn, Artur Piastowski, Marta Zielonka, Jan Cychnerski, Alicja Kwasniewska
- 2022 (modified: 25 Apr 2023)
- HSI 2022
- Readers: Everyone
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
- 2022 (modified: 25 Apr 2023)
- HSI 2022
- Readers: Everyone
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
- 2021 (modified: 25 Apr 2023)
- HSI 2021
- Readers: Everyone
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 (modified: 25 Apr 2023)
- CVPR Workshops 2021
- Readers: Everyone
Super-resolved thermal imagery for high-accuracy facial areas detection and analysis
Alicja Kwasniewska, Jacek Ruminski, Maciej Szankin, Mariusz Kaczmarek
- 2020 (modified: 28 Jun 2023)
- Eng. Appl. Artif. Intell. 2020
- Readers: Everyone
Evaluating Accuracy of Respiratory Rate Estimation from Super Resolved Thermal Imagery
Alicja Kwasniewska, Maciej Szankin, Jacek Ruminski, Mariusz Kaczmarek
- 2019 (modified: 28 Jun 2023)
- EMBC 2019
- Readers: Everyone
Evaluation of Facial Pulse Signals using Deep Neural Net Models
Jacek Ruminski, Alicja Kwasniewska, Maciej Szankin, Tomasz Kocejko, Magdalena Mazur-Milecka
- 2019 (modified: 28 Jun 2023)
- EMBC 2019
- Readers: Everyone
Influence of Thermal Imagery Resolution on Accuracy of Deep Learning based Face Recognition
Maciej Szankin, Alicja Kwasniewska, Jacek Ruminski
- 2019 (modified: 28 Jun 2023)
- HSI 2019
- Readers: Everyone
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
- 2019 (modified: 20 May 2025)
- IECON 2019
- Readers: Everyone
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
- 2018 (modified: 28 Jun 2023)
- EMBC 2018
- Readers: Everyone

View all 20 publications

Co-Authors

View all 39 co-authors