Walaa Othman

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Neural Network Model

Video Analytics

Top Venues

Publications

Nikolay Shilov, Walaa Othman, Batol Hamoud
Operator Fatigue Detection via Analysis of Physiological Indicators Estimated Using Computer Vision. ICEIS (2) (2024)
Walaa Othman, Alexey M. Kashevnik, Ammar Ali, Nikolay Shilov, Dmitry Ryumin
Remote Heart Rate Estimation Based on Transformer with Multi-Skip Connection Decoder: Method and Evaluation in the Wild. Sensors 24 (3) (2024)
Nikolay Shilov, Walaa Othman, Michael Fellmann, Kurt Sandkuhl
Machine learning for enterprise modeling assistance: an investigation of the potential and proof of concept. Softw. Syst. Model. 22 (2) (2023)
Batol Hamoud, Walaa Othman, Nikolay Shilov, Alexey M. Kashevnik
Contactless Oxygen Saturation Detection Based on Face Analysis: An Approach and Case Study. FRUCT (2023)
Walaa Othman, Batol Hamoud, Alexey M. Kashevnik, Nikolay Shilov, Ammar Ali
A Machine Learning-Based Correlation Analysis between Driver Behaviour and Vital Signs: Approach and Case Study. Sensors 23 (17) (2023)
Batol Hamoud, Alexey M. Kashevnik, Walaa Othman, Nikolay Shilov
Neural Network Model Combination for Video-Based Blood Pressure Estimation: New Approach and Evaluation. Sensors 23 (4) (2023)
Walaa Othman, Nikolay Shilov
Enterprise Modelling Assistance: Edge Prediction Improvement Using Textual Information. FRUCT (2022)
Walaa Othman, Alexey M. Kashevnik, Ammar Ali, Nikolay Shilov
DriverMVT: In-Cabin Dataset for Driver Monitoring including Video and Vehicle Telemetry Information. Data 7 (5) (2022)
Walaa Othman, Alexey M. Kashevnik
Video-Based Real-Time Heart Rate Detection for Drivers Inside the Cabin Using a Smartphone. IoTaIS (2022)
Walaa Othman, Alexey M. Kashevnik, Igor Ryabchikov, Nikolay Shilov
Contactless Camera-Based Approach for Driver Respiratory Rate Estimation in Vehicle Cabin. IntelliSys (2) (2022)
Walaa Othman, Alexey M. Kashevnik, Batol Hamoud, Nikolay Shilov
DriverSVT: Smartphone-Measured Vehicle Telemetry Data for Driver State Identification. Data 7 (12) (2022)
Alexey M. Kashevnik, Walaa Othman, Igor Ryabchikov, Nikolay Shilov
Estimation of Motion and Respiratory Characteristics during the Meditation Practice Based on Video Analysis. Sensors 21 (11) (2021)
Walaa Othman, Nikolay Shilov
Deep Reinforcement Learning for Path Planning by Cooperative Robots: Existing Approaches and Challenges. FRUCT (2021)
Nikolay Shilov, Walaa Othman, Michael Fellmann, Kurt Sandkuhl
Machine Learning-Based Enterprise Modeling Assistance: Approach and Potentials. PoEM (2021)