MSc thesis project proposal
Species recognition based on deep learning wingbeat classification (16.03.2023)
Project outside the universityRobin Radar Systems
Robin Radar has developed a full phased array to be used as multi-function radar: scanning, tracking, and classification. As our main focus is the classification of birds, aka species recognition, we rely heavily on correctly recording and classifying the wingbeat pattern of the target.
We feel that deep learning can bring a great breakthrough in this application.
Current feature-based algorithms have limited parameters and need hand-tuning.
Image-based deep learning might give better results and more reliable and potentially more specific specie classifications.
dr. Francesco Fioranelli
Microwave Sensing, Signals and Systems Group
Department of Microelectronics
Last modified: 2023-11-03