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MRF

MRF is an acronym that can refer to several different concepts and organizations. Notable uses include Markov Random Field, a probabilistic graphical model used in statistics and computer vision, and MRF Limited, an Indian multinational tyre manufacturer.

Markov Random Field: In probability theory, a Markov Random Field (MRF) is a collection of random variables

MRF Limited: MRF Limited is an Indian multinational tyre manufacturer headquartered in Chennai, Tamil Nadu. It

having
a
Markov
property
described
by
a
graph.
The
variables
are
associated
with
the
nodes
of
a
graph,
and
edges
encode
conditional
dependencies.
They
are
used
to
model
contextual
relations
in
structured
data
such
as
images
and
natural
scenes.
In
computer
vision,
MRFs
are
employed
for
tasks
like
image
segmentation,
denoising,
texture
modeling,
and
stereo
matching.
Inference
in
Markov
Random
Fields
can
be
performed
via
algorithms
such
as
belief
propagation,
graph
cuts,
or
Markov
chain
Monte
Carlo
methods.
was
established
in
1946
as
Madras
Rubber
Factory.
The
company
produces
a
wide
range
of
tires
for
two-wheelers,
passenger
cars,
trucks
and
buses,
as
well
as
retreading
materials
and
rubber
products.
It
operates
a
large
manufacturing
and
distribution
network
in
India
and
exports
to
various
markets.
MRF
is
publicly
listed
on
Indian
stock
exchanges
and
is
one
of
the
best-known
tyre
brands
in
India,
with
a
long
history
of
sponsorships
and
motorsport
involvement.