Alicja Kwaśniewska

Amazon (United States) — United States

Medicine · Health Sciences

13h-index393citations36works0.02yr avg
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Research Topics

Infrared Thermography in Medicine(9), Non-Invasive Vital Sign Monitoring(7), Hand Gesture Recognition Systems(5), Face recognition and analysis(5), Video Surveillance and Tracking Methods(4)

Publications36 total

Align Before You Recommend: Parameter Efficient Personalization via Cross-Attentive Fusion of Hierarchical Language Models
2025
Mining Frequent Sequences with Time Constraints from High-Frequency Data
International Journal of Financial Studies·2025Open Access
Quantifying inconsistencies in the Hamburg Sign Language Notation System
Expert Systems with Applications·2024Open Access
Quantifying Inconsistencies in the Hamburg Sign Language Notation System
SSRN Electronic Journal·2024Open Access
Thermal Image Processing for Respiratory Estimation from Cubical Data with Expandable Depth
Journal of Imaging·2023· 3 citedOpen Access
Multi-sensor Ensemble-guided Attention Network for Aerial Vehicle Perception Beyond Visible Spectrum
2023· 1 cited
Quantifying Inconsistencies in the Hamburg Sign Language Notation System
SSRN Electronic Journal·2023· 1 citedOpen Access
Can AI See Bias in X-ray Images?
International Journal of Network Dynamics and Intelligence·2022· 32 citedOpen Access
Preferred Benchmarking Criteria for Systematic Taxonomy of Embedded Platforms (STEP) in Human System Interaction Systems
2022· 1 cited
Comparison of image pre-processing methods in liver segmentation task
2022· 1 cited
AI-Based Rotation Aware Detection of Aircraft and Identification of Key Features for Collision Avoidance Systems (SAE Paper 2022-01-0036)
SAE technical papers on CD-ROM/SAE technical paper series·2022· 1 cited
Fully Automated AI-powered Contactless Cough Detection based on Pixel Value Dynamics Occurring within Facial Regions
2021· 1 cited
Improving Accuracy of Respiratory Rate Estimation by Restoring High Resolution Features with Transformers and Recursive Convolutional Models
2021· 10 cited
Improving Accuracy of Contactless Respiratory Rate Estimation by Enhancing Thermal Sequences with Deep Neural Networks
Applied Sciences·2019· 25 citedOpen Access
Super-resolved thermal imagery for high-accuracy facial areas detection and analysis
Engineering Applications of Artificial Intelligence·2019· 29 cited
Deep Learning Optimization for Edge Devices: Analysis of Training Quantization Parameters
2019· 21 cited
Evaluation of Facial Pulse Signals using Deep Neural Net Models
2019· 4 cited
Evaluating Accuracy of Respiratory Rate Estimation from Super Resolved Thermal Imagery
2019· 14 cited
Influence of Thermal Imagery Resolution on Accuracy of Deep Learning based Face Recognition
2019· 12 cited
Road Condition Evaluation Using Fusion of Multiple Deep Models on Always-On Vision Processor
2018· 7 cited
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Frequent Co-authors

Jacek Rumiński(24), Maciej Szankin(17), Rey Nicolas(6), Krzysztof Czuszyński(5), David Gamba(4), Tejaswini Sirlapu(3), Maria Ferlin(3), Sylwia Majchrowska(3), Marta Plantykow(3), Milena Olech(3), Paul Rad(2), Mariusz Kaczmarek(2), Marko Bartscherer(2), Anastacia MacAllister(2), Agnieszka Mikołajczyk-Bareła(2), Jakub Nalepa(2), Mateusz Ozga(1), Jason Wolfe(1), Arun Das(1), Adam Zając(1)