massive-cloud/alg/delivery_v1.2.1/coupler_panel_release/configs/default.yaml

# Default configuration for coupler panel measurement pipeline.
# All numeric units in mm / degree unless otherwise stated.
# Override fields by passing a dict or a YAML path with the same nested shape.

schema_version: "1.0"

# --- CAD parsing & GT extraction --------------------------------------------
cad:
  # OpenCASCADE tessellation quality.
  linear_deflection_mm: 0.5
  angular_deflection_rad: 0.1
  # Hole topology classification.
  # The four locating holes are expected to be small and equal-radius;
  # the central pass-through hole is expected to be much larger.
  locating_hole_radius_mm: [4.0, 12.0]   # [min, max] of expected locating hole radius
  central_hole_radius_min_mm: 20.0       # any circle larger than this is treated as the centre hole
  rectangle_aspect_tol: 0.15             # tolerance for "the 4 hole centres form a rectangle"

# --- Sampling ---------------------------------------------------------------
sampling:
  method: poisson_disk        # uniform_area | poisson_disk | adaptive | grid_spacing
  # Use either spacing_mm OR num_points; if both set, spacing_mm wins.
  spacing_mm: 1.0
  num_points: 100000
  seed: 42
  adaptive:
    curvature_weight: 1.0
    min_spacing_factor: 0.25  # smallest spacing = spacing_mm * factor
    max_spacing_factor: 4.0

# --- Simulated scan (optional) ----------------------------------------------
scan_simulator:
  enabled: false
  view_origin: [10000.0, 0.0, 0.0]   # camera position in CAD frame, mm
  hpr_radius_mm: 50000.0             # hidden-point-removal radius

# --- Panel deflection injection (the SIGNAL the algorithm should measure) --
# This rotates the panel (and its 4 locating holes) by a known small angle.
# After running the pipeline, theta_right_deg / theta_ref_deg in the result
# should match these values within the algorithm's recovery accuracy.
panel_deflection:
  enabled: false
  theta_right_deg: 0.0    # atan2(n_y, n_x) target (rotation around z)
  theta_ref_deg: 0.0      # atan2(n_z, n_x) target (rotation around -y)

# --- Synthetic noise --------------------------------------------------------
# Realistic LIDAR / structured-light noise on a ~2 m × 2 m panel is ≈ 50-80
# µm = 0.05-0.08 mm. Larger sigma is mostly to test robustness, not to
# match a real sensor.
noise:
  enabled: true
  sigma_mm: 0.05
  mode: isotropic                    # isotropic | along_normal
  seed: 43

# --- Synthetic scan-pose perturbation ---------------------------------------
# Mounting / scanner-stage jitter. 4-hole Kabsch should cancel this; if it
# leaks into the final angles that's a registration error, not a measurement
# of panel deflection. Set rotation_deg=0, translation_mm=0 for "ideal pose"
# experiments that isolate the deflection-recovery accuracy.
transform:
  enabled: true
  rotation_deg: 0.5                  # magnitude; axis is randomised
  rotation_axis: random              # random | x | y | z | [ax, ay, az]
  translation_mm: 2.0                # magnitude; direction is randomised
  translation_dir: random
  seed: 44

# --- Denoise pipeline -------------------------------------------------------
# Steps are executed in the listed order. Set steps to [] to disable.
denoise:
  steps:
    - type: passthrough
      bbox_padding_mm: 50.0
    - type: voxel
      voxel_mm: 0.5
    - type: statistical
      nb_neighbors: 30
      std_ratio: 2.0
    - type: radius
      nb_points: 8
      radius_mm: 2.0
  # Optional MLS smoothing (requires open3d ≥ 0.18 with ml extras).
  smoothing:
    enabled: false
    search_radius_mm: 2.0
    polynomial_order: 2

# --- Registration -----------------------------------------------------------
registration:
  method: kabsch_four_holes          # only this method is implemented; documented & enforced
  # The four GT hole centres come from CAD; the four scan hole centres come
  # from the detection module. Pairing is by greedy nearest-neighbour after
  # a coarse PCA-based pre-alignment of the centroid.
  pre_align: pca_centroid
  refuse_if_residual_above_mm: 5.0   # quality flag if RMS pairing residual exceeds this

# --- 4-hole detection in point cloud ----------------------------------------
detection:
  # Local panel-plane projection.
  panel_normal_seed: from_cad        # from_cad | pca | given
  panel_normal_pca_kth: 1            # use k-th smallest PCA eigenvector as panel normal
  # 2D occupancy grid.
  grid_pixel_mm: 0.5
  panel_min_area_ratio: 0.4          # largest connected component must be ≥ this fraction of bbox
  hole_min_area_mm2: 30.0
  hole_max_area_mm2: 800.0
  # Circle fitting on hole boundary.
  circle_fit:
    method: algebraic_then_lsq       # algebraic_then_lsq | hyper | taubin
    inlier_residual_mm: 0.5
  # Selection.
  select_top_k_by_radius_match: 4
  rectangle_aspect_tol: 0.20

# --- Panel ROI extraction ---------------------------------------------------
roi:
  hole_dilate_mm: 3.0                # exclude points within (hole_radius + dilate)
  central_hole_dilate_mm: 5.0
  edge_buffer_mm: 5.0                # shrink ROI rectangle inward by this
  chamfer_normal_dot_min: 0.85       # exclude points whose normal deviates more than acos(0.85) from panel normal
  outlier_z_score: 3.0

# --- Plane fit --------------------------------------------------------------
plane_fit:
  method: ransac_svd
  ransac_iterations: 200
  ransac_inlier_thresh_mm: auto      # auto = 3*sigma_mm
  min_inlier_ratio: 0.6
  enforce_nx_positive: true

# --- Metrics ----------------------------------------------------------------
metrics:
  # If your right axis is +y, leave this 1. If right is -y, set to -1.
  right_axis_sign: 1
  # Angles smaller than this are clamped to 0 (purely cosmetic; raw value is
  # always in the report).
  angle_clamp_deg: 0.0

# --- Output / artifacts -----------------------------------------------------
artifacts:
  save_intermediate: true
  ply_format: binary                 # binary | ascii
  image_dpi: 150
  heatmap_colormap: viridis