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        <identifier>oai:figshare.com:article/34037748</identifier>
        <datestamp>2026-10-01T02:04:12Z</datestamp>
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          <dc:title>Comparison of the Error Incurred in the Measurement
of Nonblinking, Nonpoint-Source Objects Using Classical and Quantum
Imaging</dc:title>
          <dc:creator>Dorian
F. Twedt-Gutierrez (25147542)</dc:creator>
          <dc:creator>Emily A. Smith (1355304)</dc:creator>
          <dc:creator>Jacob W. Petrich (1438933)</dc:creator>
          <dc:creator>Xueyu Song (3600464)</dc:creator>
          <dc:subject>Space Science</dc:subject>
          <dc:subject>Physical Sciences not elsewhere classified</dc:subject>
          <dc:subject>Medicine</dc:subject>
          <dc:subject>Biological Sciences not elsewhere classified</dc:subject>
          <dc:subject>Hematology</dc:subject>
          <dc:subject>transverse k vectors</dc:subject>
          <dc:subject>single pixel owing</dc:subject>
          <dc:subject>rao lower bound</dc:subject>
          <dc:subject>present another step</dc:subject>
          <dc:subject>g ., determining</dc:subject>
          <dc:subject>crame ́ r</dc:subject>
          <dc:subject>810 nm generated</dc:subject>
          <dc:subject>405 nm source</dc:subject>
          <dc:subject>&lt;/ b &gt;&lt;/</dc:subject>
          <dc:subject>within experimental error</dc:subject>
          <dc:subject>810 nm photons</dc:subject>
          <dc:subject>6 &lt;/ sup</dc:subject>
          <dc:subject>entangled photon pairs</dc:subject>
          <dc:subject>field imaging beyond</dc:subject>
          <dc:subject>done quantum imaging</dc:subject>
          <dc:subject>entangled pairs</dc:subject>
          <dc:subject>quantum imaging</dc:subject>
          <dc:subject>&gt;&lt; b</dc:subject>
          <dc:subject>measured error</dc:subject>
          <dc:subject>line pairs</dc:subject>
          <dc:subject>error incurred</dc:subject>
          <dc:subject>error bars</dc:subject>
          <dc:subject>targetless path</dc:subject>
          <dc:subject>spontaneous parametric</dc:subject>
          <dc:subject>similar comparisons</dc:subject>
          <dc:subject>point sources</dc:subject>
          <dc:subject>photons passing</dc:subject>
          <dc:subject>optical arrangement</dc:subject>
          <dc:subject>optical alignment</dc:subject>
          <dc:subject>momentum requires</dc:subject>
          <dc:subject>model system</dc:subject>
          <dc:subject>limitations imposed</dc:subject>
          <dc:subject>image quality</dc:subject>
          <dc:subject>heisenberg limit</dc:subject>
          <dc:subject>frames collected</dc:subject>
          <dc:subject>fluorescent labels</dc:subject>
          <dc:subject>first group</dc:subject>
          <dc:subject>expand far</dc:subject>
          <dc:subject>emccd detector</dc:subject>
          <dc:subject>diffraction limit</dc:subject>
          <dc:subject>covariance peak</dc:subject>
          <dc:subject>covariance analysis</dc:subject>
          <dc:subject>classical method</dc:subject>
          <dc:subject>accurate determination</dc:subject>
          <dc:description>We present another
step in our efforts to expand far-field imaging
beyond the diffraction limit and beyond the limitations imposed by
fluorescent labels. The model system we examine is based on the exploitation
of entangled photon pairs at 810 nm generated by spontaneous parametric
down conversion (SPDC) of a 405 nm source to resolve the separations
of the line pairs of a series of two-dimensional objects. A ghost-imaging
optical system directs signal and idler photons along two paths, one
of which contains the objects. Images are constructed using a covariance
analysis of the entangled pairs using typically 10&lt;sup&gt;6&lt;/sup&gt; frames
collected with an EMCCD detector that was calibrated to account for
the number of entangled pairs of photons, which is necessary for an
accurate determination of the resolution and its comparison with the
classical method. Conservation of momentum requires that there is
inversion symmetry between the transverse k vectors of the photons
passing through the target and their entangled counterparts directed
along the targetless path. Our covariance analysis not only addresses
this symmetry but also that the width of the covariance peak is broader
than a single pixel owing to the nature of SPDC and the details of
the optical arrangement. Consideration of this broadening provides
significant improvement of the image quality. The Heisenberg limit
(HL) is achieved within experimental error: using the same optical
alignment, the resolution obtained with entangled pairs of 810 nm
photons is, within experimental error, twice that obtained with classical
810 nm photons. More importantly, the error bars of measurements with
810 nm entangled pairs are quantified by the Cramér-Rao lower
bound (CRLB) and compared with those of the classical measurements.
While other workers have done quantum imaging on nonpoint sources,
to our knowledge we are the first group that not only has done the
quantum imaging &lt;i&gt;&lt;b&gt;but also&lt;/b&gt;&lt;/i&gt; has compared
the CRLB &lt;i&gt;&lt;b&gt;and&lt;/b&gt;&lt;/i&gt; the measured error of the
quantum and classical measurements for a series of different-sized
objects. (Similar comparisons have, however, been made for systems
that can be approximated as point sources, e.g., determining the separation
of two laser beams).</dc:description>
          <dc:date>2026-09-30T00:00:00Z</dc:date>
          <dc:type>Text</dc:type>
          <dc:type>Journal contribution</dc:type>
          <dc:identifier>10.1021/acs.jpcb.6c03297.s001</dc:identifier>
          <dc:relation>https://figshare.com/articles/journal_contribution/Comparison_of_the_Error_Incurred_in_the_Measurement_of_Nonblinking_Nonpoint-Source_Objects_Using_Classical_and_Quantum_Imaging/34037748</dc:relation>
          <dc:rights>CC BY-NC 4.0</dc:rights>
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