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Better human mesh recovery does not guarantee more accurate gait parameter estimation, exposing a critical disconnect between standard visual 3D pose metrics and downstream biomechanical fidelity.
Depth accuracy varies dramatically across cameras, with biases ranging from 50 mm to over 1400 mm, highlighting the critical need for informed camera selection in healthcare monitoring.
