Model-based ARX Ship Identification
Sep 2024 – Dec 2024 � completed
APO-optimized ARX-based system identification of ship maneuvering systems, later published in 2025.
- Python
- Control Systems
- System Identification
Research Theme
Automated Ship Identification and Classification
2024 - 2025
completed- System Identification
- Marine Systems
- ARX Models
- Optimization
Overview
Research Overview
Computer vision and machine learning approaches for maritime vessel identification from satellite imagery
Automated Ship Identification and Classification
Overview
Maritime vessel identification and classification from satellite imagery is a critical capability for maritime surveillance, traffic monitoring, and environmental protection.
Key Contributions
- Specialized Detection Architectures
- Multi-Stage Classification Pipeline
- Handling Imbalanced Classes
- Real-Time Processing
Applications
- Maritime Surveillance
- Fisheries Management
- Environmental Monitoring
Projects
Related Projects
Publications
Related Publications
Farooq Olanrewaju, Md. Shafiullah, Mujahed Al-Dhaifallah, Muslim Alaran
"APO-Optimized ARX-Based System Identification of a Ship Maneuvering System," 2025 IEEE 22nd International Multi-Conference on Systems, Signals & Devices (SSD), 2025.