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fix visualization/draw ICP example and add warnings (#6933)
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* fix mismatch of selection sets, no target points in set and overall mismatch in number of correspondences.
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Co-authored-by: Sameer Sheorey <[email protected]>
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rxba authored Sep 18, 2024
1 parent a71ab5e commit 85981ff
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Showing 2 changed files with 41 additions and 17 deletions.
1 change: 1 addition & 0 deletions CHANGELOG.md
Original file line number Diff line number Diff line change
Expand Up @@ -45,6 +45,7 @@
- Fix minimal oriented bounding box of MeshBase derived classes and add new unit tests (PR #6898)
- Fix projection of point cloud to Depth/RGBD image if no position attribute is provided (PR #6880)
- Support lowercase types when reading PCD files (PR #6930)
- Fix visualization/draw ICP example and add warnings (PR #6933)

## 0.13

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57 changes: 40 additions & 17 deletions examples/python/visualization/draw.py
Original file line number Diff line number Diff line change
Expand Up @@ -11,6 +11,7 @@
import open3d.visualization as vis
import os
import random
import warnings

pyexample_path = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
test_data_path = os.path.join(os.path.dirname(pyexample_path), 'test_data')
Expand Down Expand Up @@ -142,30 +143,46 @@ def selections():
source_name = "Source (yellow)"
target_name = "Target (blue)"

def do_icp_one_set(o3dvis):
def _prep_correspondences(o3dvis, two_set=False):
# sets: [name: [{ "index": int, "order": int, "point": (x, y, z)}, ...],
# ...]
sets = o3dvis.get_selection_sets()
source_picked = sorted(list(sets[0][source_name]),
key=lambda x: x.order)
target_picked = sorted(list(sets[0][target_name]),
key=lambda x: x.order)
source_indices = [idx.index for idx in source_picked]
target_indices = [idx.index for idx in target_picked]

t = get_icp_transform(source, target, source_indices, target_indices)
source.transform(t)

# Update the source geometry
o3dvis.remove_geometry(source_name)
o3dvis.add_geometry({"name": source_name, "geometry": source})
if not sets:
warnings.warn(
"Empty selection sets. Select point correspondences for initial rough transform.",
RuntimeWarning)
return [], []
if source_name not in sets[0]:
warnings.warn(
"First selection set should contain Source (yellow) points.",
RuntimeWarning)
return [], []

def do_icp_two_sets(o3dvis):
sets = o3dvis.get_selection_sets()
source_set = sets[0][source_name]
target_set = sets[1][target_name]
if two_set:
if not len(sets) == 2:
warnings.warn(
"Two set registration requires exactly two selection sets of corresponding points.",
RuntimeWarning)
return [], []
target_set = sets[1][target_name]
else:
if target_name not in sets[0]:
warnings.warn(
"Selection set should contain Target (blue) points.",
RuntimeWarning)
return [], []
target_set = sets[0][target_name]
source_picked = sorted(list(source_set), key=lambda x: x.order)
target_picked = sorted(list(target_set), key=lambda x: x.order)
if len(source_picked) != len(target_picked):
warnings.warn(
f"Registration requires equal number of corresponding points (current selection: {len(source_picked)} source, {len(target_picked)} target).",
RuntimeWarning)
return [], []
return source_picked, target_picked

def _do_icp(o3dvis, source_picked, target_picked):
source_indices = [idx.index for idx in source_picked]
target_indices = [idx.index for idx in target_picked]

Expand All @@ -176,6 +193,12 @@ def do_icp_two_sets(o3dvis):
o3dvis.remove_geometry(source_name)
o3dvis.add_geometry({"name": source_name, "geometry": source})

def do_icp_one_set(o3dvis):
_do_icp(o3dvis, *_prep_correspondences(o3dvis))

def do_icp_two_sets(o3dvis):
_do_icp(o3dvis, *_prep_correspondences(o3dvis, two_set=True))

vis.draw([{
"name": source_name,
"geometry": source
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