Unverified50% confidenceFactExact time
P³-WAM's Perceive mode reconstructs articulated hand motion and camera trajectories from video.
1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe goal-directed manipulation videos generated by P³-WAM are stronger than video generation baselines in instruction following and action progression.74% similarUnverifiedRecovering camera motion from video relies on SfM (Structure from Motion) or visual odometry techniques, whose core principle is to detect and match feature points across consecutive frames and use epipolar geometry constraints to estimate the camera's 3D pose changes.73% similarUnverifiedMainstream video generation models (including MiniMax H3) typically process the appearance features and motion features of reference frames simultaneously through attention mechanisms, without distinguishing between borrowing motion and preserving visual style.70% similarUnverifiedMotion consistency in video generation models refers to the stability of object shape, lighting, and movement between frames, avoiding distortion issues such as face melting and limb jitter.67% similarUnverifiedThe core goal of this open-source project is to provide a three-dimensional camera control solution centered on the H3 video model, allowing users to define camera motion trajectories in three-dimensional space.67% similar
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