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Paola Natalia Cañas

Observed names: Canas, Paola Natalia, Cañas Rodriguez, Paola Natalia, Cañas, Paola, Cañas, Paola Natalia, Paola Cañas
Institution: Vicomtech
ORCID: 0000-0002-9752-6724
Observed ORCID: 0000-0002-9752-6724
OpenAlex ID: A5075789773
DMD: A Large-Scale Multi-modal Driver Monitoring Dataset for Attention and Alertness Analysis
2020 · Juan Diego Ortega, Neslihan Kose, et al. · Lecture notes in computer science · 170
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Challenges of Large-Scale Multi-Camera Datasets for Driver Monitoring Systems
2022 · Juan Diego Ortega, Paola Natalia Cañas, et al. · Sensors · 16
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Detection of Distraction-related Actions on DMD: An Image and a Video-based Approach Comparison
2021 · Paola Cañas, Juan Ortega, et al. · International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) · 11
A Methodology to Enhance Transparency for Trustworthy Artificial Intelligence for Cooperative, Connected, and Automated Mobility
2024 · Paola Natalia Cañas, Marcos Nieto, et al. · SAE International Journal of Connected and Automated Vehicles · 4
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A real-time software framework for driver monitoring systems: software architecture and use cases
2021 · Juan Diego Ortega Valdivieso, Marcos Nieto, et al. · Real-Time Image Processing and Deep Learning · 3
Open Your Eyes: Eyelid Aperture Estimation in Driver Monitoring Systems
2021 · Juan Diego Ortega, Paola Cañas, et al. · Communications in computer and information science · 3
Exploration of VLMs for Driver Monitoring Systems Applications
2025 · Cañas, Paola Natalia, Nieto, Marcos, et al. · arXiv (Cornell University) · 2
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Virtual passengers for real car solutions: synthetic datasets
2022 · Canas, Paola Natalia, Ortega, Juan Diego, et al. · arXiv (Cornell University) · 2
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Exploring visual language models for driver gaze estimation: A task-based approach to debugging AI
2025 · Paola Natalia Cañas, Alejandro H. Artiles, et al. · Computer Vision and Image Understanding · 1
Occlusion-aware Driver Monitoring System using the Driver Monitoring Dataset
2025 · Cañas, Paola Natalia, Diez, Alexander, et al. · arXiv (Cornell University) · 1
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Dynamic Risk Assessment Methodology with an LDM-Based System for Parking Scenarios
2023 · Paola Natalia Cañas, Mikel García, et al. · IEEE International Conference on Intelligent Transportation Systems (ITSC) · 1
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Semi-automatic Pipeline for Large-Scale Dataset Annotation Task: A DMD Application
2023 · Teun Urselmann, Paola Natalia Cañas, et al. · Lecture notes in computer science · 1
Occlusion-Aware Driver Monitoring using VLM-Enhanced Situational Understanding
2026 · Paola Natalia Cañas, Alexander Diez, et al. · IEEE Intelligent Vehicles Symposium
AIthena - D6.3 Lessons learned and policy recommendations
2026 · Pandit, Lakshya, Wijbenga, Anton, et al. · Zenodo (CERN European Organization for Nuclear Research)
AIthena - D5.3 Report on final use case evaluation
2026 · Hillbrand, Bernhard, Forrai, Alexandru, et al. · Zenodo (CERN European Organization for Nuclear Research)
AIthena - D3.3 Report on final AI algorithm development
2026 · den Ouden, Jos, Aranjuelo, Nerea, et al. · Zenodo (CERN European Organization for Nuclear Research)
Works count: 20
Citation count: 215
H-index: 4
I10-index: 3
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