MADiff: Motion-Aware Mamba Diffusion Models for Hand Trajectory Prediction on Egocentric Videos

arXiv — cs.CVMonday, November 17, 2025 at 5:00:00 AM
  • MADiff introduces a new technique for predicting hand trajectories in egocentric videos, addressing challenges in understanding human intentions and actions. The method utilizes diffusion models to forecast future hand waypoints, integrating camera egomotion to improve accuracy.
  • This development is pivotal for the fields of artificial intelligence and robotics, as it enhances the ability to interpret human motion patterns, which is essential for applications in extended reality and robotic manipulation.
  • Although no related articles were identified, the methodology of MADiff aligns with ongoing research in egocentric vision, emphasizing the importance of accurately capturing human actions in dynamic environments.
— via World Pulse Now AI Editorial System

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