Title: ALGEBRAIC CURVES AND CONTROL THEORY
1ALGEBRAIC CURVES AND CONTROL THEORY
by
Bill Wolovich
Brown University Providence, RI
Based on Chapter 3 of the book INVARIANTS FOR
PATTERN RECOGNITION AND CLASSIFICATION, World
Scientific Publishing, 2000, titled A New
Representation for Quartic Curves and Complete
Sets of Geometric Invariants by M. Unel and W.
A. Wolovich.
2The unit circle curve can be defined either
explicitly by the parametic equations x(t)
sin t and y(t) cos t, or implicitly by the
polynomial, or algebraic equation
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4Some Examples of Quartic Curves
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6An
representation of a quartic curve
The centers of the ellipses and the circle are
useful related points that map to one another
under Euclidean and affine transformations.
7A Euclidean (Rotation and Translation)
Transformation
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9The centers of the ellipses and the circle also
can be used to define a canonical transformation
which maps a quartic curve to a canonical
(quartic) curve, namely
10A complete set of Euclidean invariants for a
representation.
The ratios and the distances
are useful invariants for object recognition, as
we now show.
11Red Quartic IP Fits to Blue (a) Airplane, (b)
Butterfly, (c)Guitar, (d) Tree, (e) Mig 29, and
(f) Hiking Boot
12Object recognition based on the elliptical ratio
invariants
13Discrimination between the boot and the tree
using
14CURRENT WORK
Motion of Planar Algebraic Curves Using
Theorem 3 Any non-degenerate algebraic curve
can be uniquely expressed as a sum of line
products.
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16Now suppose the curve undergoes an unknown rigid
motion defined by
with
skew-symmetric i.e.
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