Image and video analysis of aerial scenes is crucial in a myriad of real life applications such as surveillance, search and rescue mapping, satellite imagery, etc. The GAMMA group is working towards artificial intelligence based solutions for problems related to aerial scenes analysis. Our research areas include aerial video activity recognition, memory efficient neural networks, synthetic data augmentation and transfer learning, synthetic data generation, and geo-localization from aerial point cloud.
|DIFFAR: Differentiable Frequency-based Disentanglement for Aerial Video Action Recognition||Under Review|
|FAR: Fourier Aerial Video Recognition||ECCV||2022|