A Multi-Modal Egocentric Activity Recognition Approach towards Video Domain Generalization
Antonios Papadakis,
Evaggelos Spyrou
Abstract:Egocentric activity recognition is a prominent computer vision task that is based on the use of wearable cameras. Since egocentric videos are captured through the perspective of the person wearing the camera, her/his body motions severely complicate the video content, imposing several challenges. In this work we propose a novel approach for domain-generalized egocentric human activity recognition. Typical approaches use a large amount of training data, aiming to cover all possible variants of each action. More… Show more
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