Next-active-object prediction from egocentric videos
Abstract Although First Person Vision systems can sense the environment from the user's
perspective, they are generally unable to predict his intentions and goals. Since human
activities can be decomposed in terms of atomic actions and interactions with objects,
intelligent wearable systems would benefit from the ability to anticipate user-object
interactions. Even if this task is not trivial, the First Person Vision paradigm can provide
important cues to address this challenge. We propose to exploit the dynamics of the scene to …
perspective, they are generally unable to predict his intentions and goals. Since human
activities can be decomposed in terms of atomic actions and interactions with objects,
intelligent wearable systems would benefit from the ability to anticipate user-object
interactions. Even if this task is not trivial, the First Person Vision paradigm can provide
important cues to address this challenge. We propose to exploit the dynamics of the scene to …