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	<title>2015Venkatakrishnan MBIR - Revision history</title>
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	<updated>2026-05-24T21:10:47Z</updated>
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		<id>https://3demmethods.i2pc.es/index.php?title=2015Venkatakrishnan_MBIR&amp;diff=3494&amp;oldid=prev</id>
		<title>WikiSysop at 12:13, 13 May 2019</title>
		<link rel="alternate" type="text/html" href="https://3demmethods.i2pc.es/index.php?title=2015Venkatakrishnan_MBIR&amp;diff=3494&amp;oldid=prev"/>
		<updated>2019-05-13T12:13:10Z</updated>

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				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 12:13, 13 May 2019&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l1&quot;&gt;Line 1:&lt;/td&gt;
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&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;== Citation ==&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;== Citation ==&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt; &lt;/del&gt;Venkatakrishnan, S. V.; Drummy, L. F.; Jackson, M.; De Graef, M.; Simmons, J.; Bouman, C. A.  Model-Based Iterative Reconstruction for Bright-Field Electron Tomography, IEEE Transactions on Computational Imaging, 2015, 1, 1-15&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Venkatakrishnan, S. V.; Drummy, L. F.; Jackson, M.; De Graef, M.; Simmons, J.; Bouman, C. A.  Model-Based Iterative Reconstruction for Bright-Field Electron Tomography, IEEE Transactions on Computational Imaging, 2015, 1, 1-15&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;== Abstract ==&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;== Abstract ==&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
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		<author><name>WikiSysop</name></author>
	</entry>
	<entry>
		<id>https://3demmethods.i2pc.es/index.php?title=2015Venkatakrishnan_MBIR&amp;diff=3493&amp;oldid=prev</id>
		<title>WikiSysop: Created page with &quot;== Citation ==   Venkatakrishnan, S. V.; Drummy, L. F.; Jackson, M.; De Graef, M.; Simmons, J.; Bouman, C. A.  Model-Based Iterative Reconstruction for Bright-Field Electron T...&quot;</title>
		<link rel="alternate" type="text/html" href="https://3demmethods.i2pc.es/index.php?title=2015Venkatakrishnan_MBIR&amp;diff=3493&amp;oldid=prev"/>
		<updated>2019-05-13T12:12:59Z</updated>

		<summary type="html">&lt;p&gt;Created page with &amp;quot;== Citation ==   Venkatakrishnan, S. V.; Drummy, L. F.; Jackson, M.; De Graef, M.; Simmons, J.; Bouman, C. A.  Model-Based Iterative Reconstruction for Bright-Field Electron T...&amp;quot;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;== Citation ==&lt;br /&gt;
&lt;br /&gt;
 Venkatakrishnan, S. V.; Drummy, L. F.; Jackson, M.; De Graef, M.; Simmons, J.; Bouman, C. A.  Model-Based Iterative Reconstruction for Bright-Field Electron Tomography, IEEE Transactions on Computational Imaging, 2015, 1, 1-15&lt;br /&gt;
&lt;br /&gt;
== Abstract ==&lt;br /&gt;
&lt;br /&gt;
Bright-Field (BF) electron tomography (ET) has been&lt;br /&gt;
widely used in the life sciences for 3-D imaging of biological specimens. However, while BF-ET is popular in the life sciences, 3-D&lt;br /&gt;
BF-ET imaging has been avoided in the physical sciences due&lt;br /&gt;
to measurement anomalies from crystalline samples caused by&lt;br /&gt;
dynamical diffraction effects such as Bragg scatter. In practice,&lt;br /&gt;
these measurement anomalies cause undesirable artifacts in 3-D&lt;br /&gt;
reconstructions computed using filtered back-projection (FBP).&lt;br /&gt;
Alternatively, model-based iterative reconstruction (MBIR) is a&lt;br /&gt;
powerful framework for tomographic reconstruction that combines a forward model for the measurement system and a prior&lt;br /&gt;
model for the object to obtain reconstructions by minimizing a single cost function. In this paper, we present an MBIR algorithm for&lt;br /&gt;
BF-ET reconstruction from crystalline materials that can account&lt;br /&gt;
for the presence of anomalous measurements. We propose a new&lt;br /&gt;
forward model for the acquisition system which accounts for the&lt;br /&gt;
presence of anomalous measurements and combine it with a prior&lt;br /&gt;
model for the object to obtain the MBIR cost function. We then&lt;br /&gt;
propose a fast algorithm based on majorization–minimization to&lt;br /&gt;
find a minimum of the corresponding cost function. Results on&lt;br /&gt;
simulated as well as real data show that our method can dramatically improve reconstruction quality as compared to FBP and&lt;br /&gt;
conventional MBIR without anomaly modeling.&lt;br /&gt;
&lt;br /&gt;
== Keywords ==&lt;br /&gt;
&lt;br /&gt;
== Links ==&lt;br /&gt;
&lt;br /&gt;
https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6960043&lt;br /&gt;
&lt;br /&gt;
== Related software ==&lt;br /&gt;
&lt;br /&gt;
== Related methods ==&lt;br /&gt;
&lt;br /&gt;
== Comments ==&lt;/div&gt;</summary>
		<author><name>WikiSysop</name></author>
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