{ "case": "52-pose stylized baseball swing", "preferred_result": "Guided reconstruction with reference-derived grip detail and localized wrist-volume repair", "reviewer_observation": "VMR result had the least visible jitter among the compared variants; qualitative review, not a blinded study or measured jitter score.", "frames": 52, "normal_fps": 30, "slow_review_fps": 10, "body_fitting_distance": { "metric": "Mean one-way nearest-target-sample distance over a shared body subset at poses2\u201351. The same samples participate in fitting.", "vmr": 0.011410523758502114, "amberg_refinement": 0.008844231674000082, "sumner_refinement": 0.009500252845013091 }, "closing_reconstruction": { "retained_body_vertices": 41058, "added_grip_and_bat_vertices": 10250, "exact_reference_core_vertices": 9484, "wrist_attachment": "Overlapping surfaces, not certified watertight" }, "wrist_section_ratio_range": [ 0.9270889797758902, 1.0950566081584145 ], "endpoint_checks": [ { "frame": 1, "view": "render_30", "maximum_channel_difference": 0, "changed_channels": 0, "passed": true }, { "frame": 1, "view": "review/front", "maximum_channel_difference": 0, "changed_channels": 0, "passed": true }, { "frame": 1, "view": "review/back", "maximum_channel_difference": 1, "changed_channels": 9, "passed": true }, { "frame": 1, "view": "review/left_side", "maximum_channel_difference": 1, "changed_channels": 8, "passed": true }, { "frame": 1, "view": "review/right_three_quarter", "maximum_channel_difference": 1, "changed_channels": 2, "passed": true }, { "frame": 52, "view": "render_30", "maximum_channel_difference": 1, "changed_channels": 2, "passed": true }, { "frame": 52, "view": "review/front", "maximum_channel_difference": 1, "changed_channels": 1, "passed": true }, { "frame": 52, "view": "review/back", "maximum_channel_difference": 0, "changed_channels": 0, "passed": true }, { "frame": 52, "view": "review/left_side", "maximum_channel_difference": 0, "changed_channels": 0, "passed": true }, { "frame": 52, "view": "review/right_three_quarter", "maximum_channel_difference": 1, "changed_channels": 1, "passed": true } ], "skinning_compression": { "bones": 64, "max_influences": 4, "fitted_poses": 51, "rms_error_against_registered_input": 0.003778852048561097, "max_native_vs_baked_vertex_error": 2.727163336220066e-07, "dem_bones_commit": "09b899b4158ebb59c0c7a7f58e996eef52be77e3", "eigen_commit": "3147391d946bb4b6c68edd901f2add6ac1f31f8c" }, "remaining_limit": "Separate closing surface at pose52; one continuous surface across the whole sequence has not been achieved." }