The
forensic
science
pattern
comparison
areas,
including
fingerprints,
footwear,
and
firearms,
have
been
criticized
for
their
subjective
nature.
While
much
research
has
attempted
to
move
these
disciplines
more
objective
methods,
a
majority
of
examiners
are
still
coming
conclusions
based
on
own
training
experience.
To
compare
accuracy
between
examiners,
method
called
double-casting
was
used
in
this
study
create
plastic
cartridge
case
reproductions.
In
the
first
part
study,
double-cast
evaluated
using
two
automated
systems
quantify
similarity.
It
determined
that
here
produces
accurate
reproductions
with
low
variability
double-casts
same
master
cases.
second
21
test
sets
were
created
send
firearm
comparison.
Double-casts
mailed
each
participant.
ensured
all
participants
comparing
exhibits
level
detail.
Automated
comparisons
then
performed
examiner
NIST
toolmark
algorithms.
results
showed
there
differences
made
by
examiners.
found
be
complementary
should
combination.
A
Bayesian
network
applied
further
analysis
conclusion
data
likelihood
ratios
(LRs).
Examiners
generally
informative
towards
true
proposition
comparisons,
inconclusive
provide
evidential
value
LR
approach.
Journal of Forensic Sciences,
Journal Year:
2022,
Volume and Issue:
68(1), P. 86 - 100
Published: Oct. 1, 2022
Abstract
This
black
box
study
assessed
the
performance
of
forensic
firearms
examiners
in
United
States.
It
involved
three
different
types
and
173
volunteers
who
performed
a
total
8640
comparisons
both
bullets
cartridge
cases.
The
overall
false‐positive
error
rate
was
estimated
as
0.656%
0.933%
for
cases,
respectively,
while
false
negatives
2.87%
1.87%
respectively.
majority
errors
were
made
by
limited
number
examiners.
Because
chi‐square
tests
independence
strongly
suggest
that
probabilities
are
not
same
each
examiner,
these
maximum‐likelihood
estimates
based
on
beta‐binomial
probability
model
do
depend
an
assumption
equal
examiner‐specific
rates.
Corresponding
95%
confidence
intervals
(0.305%,
1.42%)
(0.548%,
1.57%)
positives
(1.89%,
4.26%)
(1.16%,
2.99%)
results
this
consistent
with
prior
studies,
despite
its
comprehensive
design
challenging
specimens.
Canadian Society of Forensic Science Journal,
Journal Year:
2025,
Volume and Issue:
unknown, P. 1 - 10
Published: Feb. 3, 2025
Proficiency
testing
is
required
to
ensure
quality,
efficiency,
and
safety
in
many
disciplines.
Multiple
proficiency
tests
exist
for
forensic
disciplines
such
as
fingerprint
analysis
toxicology,
but
minimal
research
has
been
conducted
on
the
of
crime
scene
experts.
The
foundation
an
effective
test
rests
upon
development
competency
tests.
Here,
a
proof-of-concept
was
designed
example
how
evaluate
processing
skills
identification
officers
(FIOs)
using
mock
scenario.
three
main
components:
i)
approach
test,
ii)
evidence
iii)
general
knowledge
with
pre-test
demographic
questions.
content
process
reviewed
by
two
experts
(manuscript
co-authors)
viability.
Due
its
digital
format,
this
widely
accessible,
user-friendly,
can
be
template
police
service
develop
their
own
or
internal
specialized
tasks
comparison
estimation
area
origin
bloodstain
pattern
(BPA)
help
mitigate
risks
identify
gaps.
Journal of Forensic Sciences,
Journal Year:
2021,
Volume and Issue:
66(5), P. 1704 - 1720
Published: May 31, 2021
Abstract
The
forensic
science
pattern
comparison
areas,
including
fingerprints,
footwear,
and
firearms,
have
been
criticized
for
their
subjective
nature.
While
much
research
has
attempted
to
move
these
disciplines
more
objective
methods,
examiners
are
still
coming
conclusions
based
on
own
training
experience.
To
complement
this
subjectivity,
black
box
studies
necessary
establish
the
accuracy
of
feature‐comparison
methods.
However,
when
cartridges
fired
by
a
firearm
create
cartridge
case
test
sets
there
may
be
significant
variability
within
resulting
impressions.
This
can
result
in
different
participants
receiving
with
varying
levels
difficulty
differences
impression
quality.
Therefore,
between
is
not
straightforward.
compare
examiners,
method
called
double‐casting
was
used
plastic
reproductions.
Double‐casts
twenty‐one
master
cases
were
created
mailed
examiners.
double‐casts
ensured
that
all
comparing
exhibits
same
level
detail.
tasked
determining
if
unknown
each
set
as
three
knowns.
Automated
comparisons
also
set.
results
from
study
showed
examiner
examining
evidence.
Furthermore,
it
shown
automated
metrics
would
benefit
quality
control
measure
correct
any
potential
errors
strengthen
conclusions.
Journal of Forensic Sciences,
Journal Year:
2020,
Volume and Issue:
66(1), P. 96 - 111
Published: Sept. 24, 2020
Abstract
Forensic
firearm
examination
provides
the
court
of
law
with
information
about
source
fired
cartridge
cases.
We
assessed
validity
decisions
a
computer‐based
method
and
73
examiners
who
compared
breechface
firing
pin
impressions
48
comparison
sets.
also
method's
scores
examiners'
degree‐of‐support
judgments
latter.
The
true‐positive
rate
(sensitivity)
true‐negative
(specificity)
(for
both
impressions)
were
94.4%
at
least
91.7%,
respectively.
For
examiners,
was
95.3%
86.2%.
improved
when
evaluations
combined
for
perceived
difficulty
decreased.
reluctant
to
provide
"difficult"
comparisons
even
though
their
mostly
correct.
correlation
between
low
same‐source
negligible
different‐source
comparisons.
Combining
outcomes
methods
could
increase
examinations.
numerical
not
well‐calibrated
showed
clear
signs
overconfidence.
suggest
studying
merits
performance
feedback
calibrate
these
judgments.
Forensic Science International Synergy,
Journal Year:
2022,
Volume and Issue:
5, P. 100272 - 100272
Published: Jan. 1, 2022
We
describe
and
validate
a
feature-based
system
for
calculation
of
likelihood
ratios
from
3D
digital
images
fired
cartridge
cases.
The
includes
database
the
bases
10
cartridges
per
firearm
approximately
300
firearms
same
class
(semi-automatic
pistols
that
fire
9
mm
diameter
centre-fire
Luger-type
ammunition,
have
hemispherical
firing
pins
parallel
breech-face
marks).
were
captured
using
Evofinder®,
an
imaging
is
commonly
used
by
operational
forensic
laboratories.
A
key
component
research
reported
comparison
different
feature-extraction
methods.
Feature
sets
compared
include
those
previously
proposed
in
literature,
plus
Zernike-moment
based
features.
Comparisons
are
also
made
feature
extracted
firing-pin
impression,
region,
whole
region
interest
(firing-pin
impression
+
flowback
if
present).
Likelihood
calculated
statistical
modelling
pipeline
standard
voice
comparison.
Validation
conducted
results
assessed
validation
procedures
metrics
graphics
International Journal of Pattern Recognition and Artificial Intelligence,
Journal Year:
2019,
Volume and Issue:
33(11), P. 1940021 - 1940021
Published: Feb. 19, 2019
In
firearm
identification,
a
examiner
looks
at
pair
of
fired
bullets
or
cartridge
cases
using
comparison
microscope
and
determines
from
this
visual
analysis
if
they
were
both
the
same
firearm.
particular
case
bullets,
individual
signature
takes
form
striated
pattern.
Over
time,
examiner’s
community
developed
two
distinct
approaches
for
bullet
identification:
pattern
matching
line
counting.
More
recently,
emergence
technology
enabling
capture
surface
topographies
down
to
submicron
depth
resolution
has
been
catalyst
field
computerized
objective
ballistic
identification.
Objectiveness
is
achieved
through
statistical
various
scores
known
matches
nonmatches
exhibit
comparison,
which
in
turn
implies
large
quantities
topographies.
The
main
goal
study
was
develop
an
identification
method
conventionally
rifled
barrels,
test
on
public
proprietary
3D
image
datasets
captured
different
lateral
resolutions.
Two
newly
scores,
Line
Counting
Score
(LCS)
Pattern
Matching
Score,
computed
yielded
perfect
match
versus
nonmatch
separation
three
sets
used
standard
Hamby–Brundage
Test.
A
similar
performed
larger,
more-realistic
set,
enabled
us
define
discriminative
false
rate
1/10[Formula:
see
text]000
2D
plot
that
shows
nonmatches.
LCS
shown
produce
better
sensitivity
than
consecutive
striae
criteria
dataset.
likelihood
function
also
linear
combination
conservative
approach
based
extreme
value
theory
proposed
extrapolate
score
domain
where
data
are
not
available.
This
provides
understanding
limitations
studies
involve
very
few
firearms.
Journal of Forensic Sciences,
Journal Year:
2020,
Volume and Issue:
66(2), P. 571 - 582
Published: Nov. 23, 2020
Abstract
A
firing
pin
impression
is
usually
concave
in
shape
with
a
small
textured
area,
which
makes
it
difficult
to
perform
automated
algorithm‐based
comparison.
The
congruent
matching
cells
(CMC)
method
was
invented
for
accurate
breech
face
comparison,
reference
divided
into
correlation
cells.
Each
cell
registered
cell‐sized
area
of
the
comparison
that
has
maximum
similarity
surface
topography.
Four
parameters
are
used
quantify
pattern
registration
position
and
orientation.
This
paper
aims
further
develop
cell‐division‐matching
based
on
convergence
feature
practical
convergence‐improved
algorithms
refers
tendency
x
‐
y
positions
correlated
pairs
converge
at
correct
angle
when
comparing
same‐source
samples
different
orientations.
areal
Gaussian
filter
employed
extract
high‐frequency
micro‐features;
least‐squares
improve
each
cross‐correlation
precision
reach
pairs;
density‐based
clustering
algorithm
introduced
collect
dense
relative
virtual
common
center
remove
outliers.
Improvements
achieved
reliability
accuracy
number
(CMCs)
collected,
represents
quantification
degree
pairwise
similarity.
Experiments
this
report
40
cartridge
cases
fired
from
10
pistols.
results
included
no
false
identifications
or
exclusions.
Forensic Science International Synergy,
Journal Year:
2020,
Volume and Issue:
2, P. 389 - 403
Published: Jan. 1, 2020
This
review
paper
covers
the
relevant
literature
on
forensic
firearm
examination
from
2016
to
2019
as
a
part
of
19th
Interpol
International
Forensic
Science
Managers
Symposium.
The
papers
are
also
available
at
website
at:
https://www.interpol.int/content/download/14458/file/Interpol%20Review%20Papers%202019.pdf.
ACTA IMEKO,
Journal Year:
2021,
Volume and Issue:
10(1), P. 142 - 142
Published: March 31, 2021
<p
class="Abstract">The
relief
of
form
is
undoubtedly
one
the
most
topical
topics
in
field
cultural
heritage.
Physical
access
to
historic
and
artistic
manufactures
can
be
limited
by
a
lot
factors.
For
example,
collection
ancient
coins
difficult,
especially
for
students.
Indeed,
digital
archive
high-quality
three-dimensional
model
remote
fruition
great
interest.
The
use
projected
fringes
measurement
surface
profile
well-developed
technique.
In
this
paper,
we
present
system
small
objects
heritage
where
it
important
not
only
detect
shape
with
good
accuracy
but
also
capture
signs
due
ageing.
illustrated
equipment
simple,
reliable,
cheap.
Furthermore,
some
examples
acquisitions
are
presented
demonstrate
potentiality
proposed
scheme
recovering
2.5D
objects.</p>
Arab Journal of Forensic Sciences and Forensic Medicine,
Journal Year:
2024,
Volume and Issue:
6(Special Issue), P. 104 - 116
Published: July 22, 2024
Over
a
period
of
30
years,
number
fired
GLOCK
cartridge
cases
have
been
evaluated.
A
total
3156
firearms
were
used
to
generate
sample
the
same
size.
Our
research
hypothesis
was
that
no
from
different
9
mm
semiautomatic
pistols
would
be
mistaken
as
coming
gun
(a
false
match).
Using
optical
comparison
microscopy,
two
separate
experiments
carried
out
test
this
hypothesis.
subsample
617
test-fired
subjected
algorithmic
by
Integrated
Ballistics
Identification
System
(IBIS).
The
second
experiment
full
set
3,156
manual
comparisons
using
traditional
pattern
matching.
None
“matched”
either
these
experiments.
empirical
findings,
an
established
conservative
Bayesian
probability
model
estimate
chance
case,
GLOCK,
could
firearm
when
in
fact
it
did
not
(i.e.,
match
probability).