Human-Object Interaction Anticipation
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Benchmarks
VidHOI
Most implemented
Human-Object Interaction Prediction in Videos through Gaze Following
Papers
Leveraging Gaze and Set-of-Mark in VLLMs for Human-Object Interaction Anticipation from Egocentric Videos
The ability to anticipate human-object interactions is highly desirable in an intelligent assistive system in order to guide users during daily life activities and understand their short and long-term goals. Creating sys…
Human-Object Interaction AnticipationVisual GroundingHOI4ABOT: Human-Object Interaction Anticipation for Human Intention Reading Collaborative roBOTs
Robots are becoming increasingly integrated into our lives, assisting us in various tasks. To ensure effective collaboration between humans and robots, it is essential that they understand our intentions and anticipate o…
Human-Object Interaction AnticipationHuman-Object Interaction DetectionHuman-Object Interaction Prediction in Videos through Gaze Following
Understanding the human-object interactions (HOIs) from a video is essential to fully comprehend a visual scene. This line of research has been addressed by detecting HOIs from images and lately from videos. However, the…
Human-Object Interaction AnticipationHuman-Object Interaction DetectionObjectST-HOI: A Spatial-Temporal Baseline for Human-Object Interaction Detection in Videos
Detecting human-object interactions (HOI) is an important step toward a comprehensive visual understanding of machines. While detecting non-temporal HOIs (e.g., sitting on a chair) from static images is feasible, it is u…
Action DetectionHuman-Object Interaction AnticipationHuman-Object Interaction DetectionSpatio-Temporal Action Localization