Mar 23, 2023 · In this paper, we explore the challenging egocentric audio-visual object localization task and observe that 1) egomotion commonly exists in ...

To design a robust and effective egocentric audio-visual sounding object localization system, we should consider the above issues in egocentric audio and visual ...

We explore the task of egocentric audio-visual object localization, which aims to localize objects that emit sounds in the first-person recordings.

... egocentric audio-visual object localization, including (a) audio-visual episodic memory, (b) audio-visual object state, and (c) audio-visual future anticipation ...

An overview of our egocentric audio-visual object localization framework. In the beginning, our model extracts deep features from the video and audio streams.

Our goal is to localize sounding objects in egocentric videos visually. We start by formulating our egocentric audio-visual object localization task in Sec. 3.1 ...

This paper proposes a geometryaware temporal aggregation module that handles the egomotion explicitly and proposes a cascaded feature enhancement module to ...

An overview of our egocentric audio-visual object localization framework. In the beginning, our model extracts deep featuresfrom the video and audio streams.

Mar 23, 2023 · In this paper, we explore the challenging egocentric audio-visual object localization task and observe that 1) egomotion commonly exists in ...

These methods typically employ a learning regime that involves mixing two audio streams from different videos to provide supervised training signals.