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CSCI-4270 - Computational Vision
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<meta property="og:description" content="The goal of this course is to introduce students to the problems, challenges, and applications of computer vision from a computational perspective. Topics include camera modeling and image formation, feature extraction, object and face recognition, image mosaic construction, stereo and three-dimensional imaging, motion, and tracking. Machine learning methods, including deep convolutional neural networks, will be studied and applied throughout the course.">
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Computational Vision
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CSCI-4270
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The goal of this course is to introduce students to the problems, challenges, and applications of computer vision from a computational perspective. Topics include camera modeling and image formation, feature extraction, object and face recognition, image mosaic construction, stereo and three-dimensional imaging, motion, and tracking. Machine learning methods, including deep convolutional neural networks, will be studied and applied throughout the course.
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4 credits
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Cross-listed with:
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<a class="course-pill" href="CSCI-6270.html">CSCI-6270 Computational Vision</a>
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Prereqs:
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<div id="prereq-classes" class="rel-info-courses">
<a class="course-pill" href="CSCI-2300.html">CSCI-2300 Introduction to Algorithms</a>
<div class="pr-and">and</div>
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one of:
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<a class="course-pill" href="MATH-2010.html">MATH-2010 Multivariable Calculus and Matrix Algebra</a>
<a class="course-pill" href="MATH-2011.html">MATH-2011 Multivariable Calculus</a>
<div class="pr-and">and</div>
<a class="course-pill" href="MATH-2012.html">MATH-2012 Matrix Algebra</a>
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<table>
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<th></th>
<th class="spring season-label">Spring</th>
<th class="summer season-label" colspan="2">Summer</th>
<th class="fall season-label">Fall</th>
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<th colspan="2"></th>
<th class="summer2 midsum-label">(Session 1)</th>
<th class="summer3 midsum-label">(Session 2)</th>
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<tr>
<th class="year">2023</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
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</tr>
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<th class="year">2022</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Computational Vision (4c)
</span>
<ul class="prof-list">
<li>Charles V Stewart</li>
</ul>
<span class="course-capacity">
Seats Taken: 60/70
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<td colspan="2" class="term summer not-offered">
</td>
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<tr>
<th class="year">2021</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Computational Vision (4c)
</span>
<ul class="prof-list">
<li>Charles V Stewart</li>
</ul>
<span class="course-capacity">
Seats Taken: 43/100
</span>
</div>
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<td colspan="2" class="term summer not-offered">
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<td class="term fall not-offered">
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<th class="year">2020</th>
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<th class="year">2019</th>
<td class="term spring not-offered">
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<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Computational Vision (4c)
</span>
<ul class="prof-list">
<li>Charles V Stewart</li>
</ul>
<span class="course-capacity">
Seats Taken: 56/66
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<th class="year">2018</th>
<td class="term spring not-offered">
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<td colspan="2" class="term summer not-offered">
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<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Computational Vision (4c)
</span>
<ul class="prof-list">
<li>Charles V Stewart</li>
</ul>
<span class="course-capacity">
Seats Taken: 65/66
</span>
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<th class="year">2017</th>
<td class="term spring not-offered">
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<td colspan="2" class="term summer not-offered">
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<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Computational Vision (4c)
</span>
<ul class="prof-list">
<li>Charles V Stewart</li>
</ul>
<span class="course-capacity">
Seats Taken: 28/40
</span>
</div>
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<th class="year">2016</th>
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<th class="year">2015</th>
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<th class="year">2012</th>
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<th class="year">2011</th>
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<th class="year">2010</th>
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<td class="term fall not-offered">
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<th class="year">2009</th>
<td class="term spring not-offered">
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<th class="year">2007</th>
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