AZTR: Aerial Video Action Recognition with Auto Zoom and Temporal Reasoning
Xijun Wang,Ruiqi Xian,Tianrui Guan,Celso M. de Melo,Stephen M. Nogar,Aniket Bera,Dinesh Manocha,Xijun Wang,Ruiqi Xian,Tianrui Guan,Celso M. de Melo,Stephen M. Nogar,Aniket Bera,Dinesh Manocha
We propose a novel approach for aerial video action recognition. Our method is designed for videos captured using UAVs and can run on edge or mobile devices. We present a learning-based approach that uses customized auto zoom to automatically identify the human target and scale it appropriately. This makes it easier to extract the key features and reduces the computational overhead. We also presen...
