Dense contact estimation
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Benchmarks
MOW
Most implemented
DECO: Dense Estimation of 3D Human-Scene Contact In The Wild
Capturing and Inferring Dense Full-Body Human-Scene Contact
Learning Dense Hand Contact Estimation from Imbalanced Data
Populating 3D Scenes by Learning Human-Scene Interaction
Papers
Learning Dense Hand Contact Estimation from Imbalanced Data
Hands are essential to human interaction, and understanding contact between hands and the world can promote comprehensive understanding of their function. Recently, there have been growing number of hand interaction data…
Contact DetectionDense contact estimationDECO: Dense Estimation of 3D Human-Scene Contact In The Wild
Understanding how humans use physical contact to interact with the world is key to enabling human-centric artificial intelligence. While inferring 3D contact is crucial for modeling realistic and physically-plausible hum…
Contact DetectionDense contact estimationHuman-Object Interaction DetectionCapturing and Inferring Dense Full-Body Human-Scene Contact
Inferring human-scene contact (HSC) is the first step toward understanding how humans interact with their surroundings. While detecting 2D human-object interaction (HOI) and reconstructing 3D human pose and shape (HPS) h…
4kContact DetectionDense contact estimationhuman-scene contact detection+2Populating 3D Scenes by Learning Human-Scene Interaction
Humans live within a 3D space and constantly interact with it to perform tasks. Such interactions involve physical contact between surfaces that is semantically meaningful. Our goal is to learn how humans interact with s…
Contact DetectionDense contact estimationPose Estimation