bug using skimage.morphology.convex_hull_image()

error

QH6228
Qhull internal error (qh_findbestlower): all neighbors of facet 12 are flipped or upper Delaunay.
Please report this error to qhull_bug@qhull.org with the input and all of the output.
ERRONEOUS FACET:
- f12
    - flags: top simplicial upperDelaunay
    - normal:   -0.9206  0.05432   0.3868
    - offset:   13.65783
    - vertices: p4353(v7) p11624(v3) p5812(v0)
    - neighboring facets: f16 f61 f32

While executing:  | qhull d Qbb Qz Qc Qt
Options selected for Qhull 2012.1 2012/02/18:
  run-id 1490733259  delaunay  Qbbound-last  Qz-infinity-point  Qcoplanar-keep
  Qtriangulate  _pre-merge  _zero-centrum  Qinterior-keep  Pgood
  _max-width 8e+02  Error-roundoff 1.1e-12  _one-merge 7.7e-12
  Visible-distance 2.2e-12  U-coplanar-distance 2.2e-12  Width-outside 4.4e-12
  _wide-facet 1.3e-11
Last point added to hull was p1588.

At error exit:
Delaunay triangulation by the convex hull of 11625 points in 3-d:

  Number of input sites and at-infinity: 18
  Number of nearly incident points: 14
  Number of Delaunay regions: 0

Statistics for:  | qhull d Qbb Qz Qc Qt

  Number of points processed: 18
  Number of hyperplanes created: 67
  Number of facets in hull: 32
  Number of distance tests for qhull: 82129


precision problems (corrected unless 'Q0' or an error)
     14 coplanar points during partitioning
Traceback (most recent call last):
  File "analise_segs.py", line 278, in <module>
    convex = convex_hull_image(sss)
  File "/usr/local/lib/python2.7/dist-packages/scikit_image-0.8.2-py2.7-linux-x86_64.egg/skimage/morphology/convex_hull.py", line 54, in convex_hull_image
    chull = Delaunay(coords).convex_hull
  File "qhull.pyx", line 1728, in scipy.spatial.qhull.Delaunay.__init__ (scipy/spatial/qhull.c:12837)
  File "qhull.pyx", line 305, in scipy.spatial.qhull._Qhull.__init__ (scipy/spatial/qhull.c:2861)
scipy.spatial.qhull.QhullError: Qhull error

input

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Hi - I know this may be too late but I also found this bug, and have a workaround:
edit skimage.morphology.convex_hull_image as follows.
All this does is centre the set of points. I've also suggested this to the guys at scikit-image as well as qhull; in addition to the centring, a rescaling may also be needed, but the centring worked for me!
Cheers,
J

file: skimage / morphology / convex_hull.py ( https://github.com/scikit-image/scikit-image/blob/master/skimage/morphology/convex_hull.py)

# Line~ 57

    # Subtract offset here
    offset = coords.mean(axis=0)
    coords -= offset

    chull = Delaunay(coords).convex_hull
    v = coords[np.unique(chull)]

    # Sort vertices clock-wise
    v_centred = v - v.mean(axis=0)
    angles = np.arctan2(v_centred[:, 0], v_centred[:, 1])
    v = v[np.argsort(angles)]

    # Add back here 
    v += offset