HPSTM

Pose Sequence Refinement on Manifold
Noisy Input Sequence Jittered poses near true path
Human Pose Manifold Space of valid configurations
Refined Trajectory Smooth continuous motion
Transformer Window ±16 frames sliding attention window

Title

Algorithm Parameters
Smoothness λ 0.010
Noise Level σ 1.00
Window Size W 32
Surface Distance 0.000
Curvature Energy 0.000
Data Fidelity 0.000
Test Scenario
Computing...
Noisy Input
HPSTM Output
Other Algorithms
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