Hyperspectral imaging Advanced vision-based systems
Flight software & mission automation Testing and simulation
High-performance computing Flight computers
Computer vision Machine learning
Algorithms and technology
We mainly have been focused on developing cutting-edge algorithms and technology in various fields in the context of:
- Feature engineering, including feature extraction and selection.
- Supervised and unsupervised classification.
- Data clustering and multivariate data analysis.
- Designing various deep learning architectures, ranging from convolutional neural networks to autoencoders and recurrent networks.
- Advanced image processing and analysis.
- Visualisation of high-dimensional data.
- Time-series and temporal analysis.