Haptic Neural Fields: Bringing Tactile Interactions to 3D Rendered Scenes
Antonio Luigi Stefani, Niccolò Bisagno, Nicola Conci, Eckehard Steinbach, Francesco G. B. De Natale
Abstract
Figure 1. How does an object feel when stroked with a hand? We propose a method that augments 3D scenes with object-specific tactile feedback. We train a neural field to model haptic responses conditioned on a surface material and an action. By integrating material properties with the underlying 3D geometry, the learned fields enable interactive tactile exploration: at test time, a user can input an arbitrary hand action, and the model estimates the resulting tactile signal. Here we show examples of hand interactions and the corresponding generated haptic feedback.
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