J.Clark, E. Trucco and H-F. Cheung
International Conference on Computer
Vision, 1995
Summary
The paper is supporting the robustness of
polarization-based vision addressing the robustness of laser triangulation
range sensors. Basically these sensors are made of detecting a point or a line
of pattern projected by a laser and not rarely there is the problem of highly
specularly reflective surfaces, which cause reflection of the light, confusing
the detection algorithms and mislead the measurements.
One possible solution, but
not always applicable in an industrial environment, may be spray the components
with matte pain, but basically it would be better to construct a system capable
of distinguishing the primary reflection
from the subsequent reflections.
The case studies is a
combination of linear polarized (where light can be discussed only considering
the electric field component) and unpolarized light (for which values of the
electric field can only be determined statistically) and this partially
linearly polarized light is described by the transmitted radiance sinusoid (TRS).
The fact that a change in
orientation of the linearly polarized light changes upon specular reflection on
metal (for which the example is taken), makes it possible to separate the
inter-reflection from primary reflection; the amount of change is strictly
dependent on the angle of incidence ψ.
The laser stripe can be
observed by the CCD camera since laser light is reflected off planar
microfacets created by the surface roughness, whose normal lie in the plane
define by the camera’s viewing direction and the ray laser light itself.
This means that we can
place the plan of laser light and the camera viewing direction at an optimal
angle which may ensure, for significant orientation changes, independency from
the surface normal.
The assumptions done have
been tested using a CCD camera sensor, a laser and an infrared filter to drop
wavelengths beyond 750 nm, at which light wouldn’t be efficiently polarized (at
the CCD camera sensor).
Key
Concepts
Distance measurement,
Laser triangulation, Computer Vision
Key Results
The experiment shows that
there is a wide application, since it captures a physical behavior of reflected
light,
and reliability. It is not
dependent on geometries of the observed surfaces.
Possible application
fields are laser scanners, 3D industrial component’s design, medical, sporting,
art products, video and film production, all cases where highly reflective
specular surfaces can cause problems.
For the future the authors
may implement a liquid crystal polarization camera, commercially available,
which is more precise and would allow the avoidance of manual set up. Other
kind of material should be investigated.
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