Short-term Object Interaction Anticipation
6 papers with code • 1 benchmarks • 1 datasets
Ego4D
Most implemented papers
InternVideo-Ego4D: A Pack of Champion Solutions to Ego4D Challenges
opengvlab/ego4d-eccv2022-solutions
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In this report, we present our champion solutions to five tracks at Ego4D challenge.
ENIGMA-51: Towards a Fine-Grained Understanding of Human-Object Interactions in Industrial Scenarios
syscv/sam-hq
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ENIGMA-51 is a new egocentric dataset acquired in an industrial scenario by 19 subjects who followed instructions to complete the repair of electrical boards using industrial tools (e. g., electric screwdriver) and equipments (e. g., oscilloscope).
StillFast: An End-to-End Approach for Short-Term Object Interaction Anticipation
Anticipation problem has been studied considering different aspects such as predicting humans' locations, predicting hands and objects trajectories, and forecasting actions and human-object interactions.
Enhancing Next Active Object-based Egocentric Action Anticipation with Guided Attention
To this end, we propose a novel approach that applies a guided attention mechanism between the objects, and the spatiotemporal features extracted from video clips, enhancing the motion and contextual information, and further decoding the object-centric and motion-centric information to address the problem of STA in egocentric videos.
Guided Attention for Next Active Object @ EGO4D STA Challenge
In this technical report, we describe the Guided-Attention mechanism based solution for the short-term anticipation (STA) challenge for the EGO4D challenge.
InterDiff: Generating 3D Human-Object Interactions with Physics-Informed Diffusion
Sirui-Xu/InterDiff
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ICCV 2023
This paper addresses a novel task of anticipating 3D human-object interactions (HOIs).
