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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>
CS180/280A Intro to Computer Vision and Computational Photography
</title>
<link rel="stylesheet" href="style.css" />
<style>
/* Add your CSS styles here */
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<link rel="themeData" href="./463_files/themedata.thmx" />
<link rel="colorSchemeMapping" href="./463_files/colorschememapping.xml" />
</head>
<body>
<div class="WordSection1">
<table class="MsoNormalTable" border="0" cellpadding="0" cellspacing="0">
<tbody>
<tr>
<td colspan="2" style="padding: 2.65pt">
<p class="MsoNormal" style="text-align: center" align="center">
<span style="font-size: 10pt"> <o:p></o:p></span>
</p>
</td>
</tr>
<tr>
<td style="padding: 2.65pt" valign="top">
<p class="MsoNormal">
<span style="font-size: 10pt">
<img
id="_x0000_i1028"
src="463_files/ucbseal_139_540.png"
alt="Description: [SCS dragon logo]"
height="75"
width="75"
/>
</span>
<span style="font-size: 10pt"><o:p></o:p></span>
</p>
</td>
<td style="padding: 2.65pt" valign="top">
<p class="MsoNormal">
<b>
<span
style="
font-size: 14pt;
font-family: 'Helvetica', 'sans-serif';
"
>
CS180/280A: Intro to Computer Vision and Computational
Photography
</span>
</b>
<span style="font-size: 10pt"><br /></span>
<span
style="
font-size: 11pt;
font-family: 'Helvetica', 'sans-serif';
"
lang="RU"
>
<a href="http://www.cs.berkeley.edu/"
><span lang="EN-US">Computer Science Division</span></a
>
</span>
<span style="font-size: 8pt" lang="RU"> </span>
<span style="font-size: 11pt"><br /></span>
<span
style="
font-size: 11pt;
font-family: 'Helvetica', 'sans-serif';
"
lang="RU"
>
<a href="http://www.berkeley.edu/"
><span lang="EN-US"
>University of California Berkeley</span
></a
>
</span>
<span style="font-size: 10pt"><o:p></o:p></span>
</p>
</td>
</tr>
</tbody>
</table>
<p>
<b
><span style="font-size: 10pt; font-family: 'Helvetica', 'sans-serif'"
>INSTRUCTOR:</span
></b
>
<span style="font-size: 10pt; font-family: 'Helvetica', 'sans-serif'">
<a href="http://www.eecs.berkeley.edu/~efros/"
>Alexei (Alyosha) Efros</a
>
(Office hours: after lecture),
<a href="http://people.eecs.berkeley.edu/~kanazawa/"
>Angjoo Kanazawa</a
>
(Office hours: after lecture)<br clear="all" />
<b>GSI: </b>
<a href="https://www.liruilong.cn/">Ruilong Li</a>
<span>(DIS: Tue. 1PM - 2PM, OH: Tue. 3PM - 4PM)</span>, Jake
Austin <span>(DIS: Tue 11AM - 12PM, OH: Thu. 2PM - 3PM)</span
><br clear="all" />
<b>Tutors: </b>
<a href="https://www.mehvix.com/">Max Vogel</a>
<span>(OH: Mon. 10AM - 11AM)</span>, Morgan Lyu
<span>(OH: Tue. 4PM - 5PM)</span>, Preston McCrary <span
>(OH: Fri. 2PM - 3PM)</span
><br clear="all" />
<b>UNIVERSITY UNITS:</b> 4<br />
<b>SEMESTER:</b> Fall 2023<br clear="all" />
<b style="font-weight: normal">WEB PAGE:</b>
<a href="https://cal-cs180.github.io/fa23/"
>https://cal-cs180.github.io/fa23/</a
>
<br clear="all" />
<b style="font-weight: normal">Google Calender: </b>
c_5e316e16608c028a04d3ab19f4cff1e73a6796ef0d559c549f9e1f8f14f30751@group.calendar.google.com
(<a
href="https://calendar.google.com/calendar/embed?src=c_5e316e16608c028a04d3ab19f4cff1e73a6796ef0d559c549f9e1f8f14f30751%40group.calendar.google.com&ctz=America%2FLos_Angeles"
>Public URL</a
>)<br />
<b style="font-weight: normal">Ed: </b>
<a href="https://edstem.org/us/courses/42166/"
>https://edstem.org/us/courses/42166/</a
><br />
<b style="font-weight: normal">Gradescope Entry Code: </b>
57Y3YJ</span
><span
><br clear="all" />
<b style="font-weight: normal">Syllabus: </b>
<a href="./Syllabus.pdf">here</a></span
><span
><br clear="all" />
<b>LOCATION:</b> Li Ka Shing 245<br />
<b>TIME</b> </span
><span
style="
font-size: 11pt;
font-size: 13.5pt;
font-family: 'Helvetica', 'sans-serif';
"
>: </span
><span style="font-size: 10pt; font-family: 'Helvetica', 'sans-serif'"
>MW 5:00 PM-6:30 PM
<o:p></o:p>
<br />
</span>
</p>
<p>
<b
><span style="font-size: 10pt; font-family: 'Helvetica', 'sans-serif'"
>PREREQUISITES:</span
></b
>
<span style="font-size: 10pt; font-family: 'Helvetica', 'sans-serif'">
<br />
This is a heavily project-oriented class, therefore good programming
proficiency (at least <b>CS61B</b>) is absolutely essential. Moreover,
familiarity with linear algebra (<b>MATH 54</b> or <b>EE16A/B</b> or
Gilbert Strang's online
<a
href="https://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/video-lectures/"
>class</a
>) and calculus are vital. Experience with neural networks (e.g.
<b>CS182 or equivalent)</b> is strongly recommended. Due to the
open-endedness of this course, <b>creativity</b> is a class
requirement.
</span>
</p>
<p>
<b
><span style="font-size: 10pt; font-family: 'Helvetica', 'sans-serif'"
>COURSE DESCRIPTION:</span
></b
>
<span style="font-size: 10pt; font-family: 'Helvetica', 'sans-serif'">
<br />
The aim of this advanced undergraduate course is to introduce students
to computing with visual data (images and video). We will cover
acquisition, representation, and manipulation of visual information
from digital photographs (image processing), image analysis and visual
understanding (computer vision), and image synthesis (computational
photography). Key algorithms will be presented, ranging from classical
(e.g. Gaussian and Laplacian Pyramids) to contemporary (e.g. ConvNets,
GANs), with an emphasis on using these techniques to build practical
systems. This hands-on emphasis will be reflected in the programming
assignments, in which students will have the opportunity to acquire
their own images and develop, largely from scratch, the image analysis
and synthesis tools for solving applications.
</span>
</p>
<p class="MsoNormal">
<b
><span style="font-size: 10pt; font-family: 'Helvetica', 'sans-serif'"
>PROGRAMMING ASSIGNMENTS: TO BE ANNOUNCED.
</span></b
>
<span style="font-size: 10pt; font-family: 'Helvetica', 'sans-serif'">
<span> </span>
</span>
<span><o:p></o:p></span>
</p>
<table
style="width: 100%; border: 0pt solid windowtext"
border="1"
cellpadding="0"
cellspacing="3"
width="847"
>
<tbody>
<tr>
<td
style="
width: 420.35pt;
border: 0pt solid windowtext;
padding: 7.5pt;
"
valign="top"
width="1682"
>
<!-- project 1 -->
<p class="MsoNormal">
<span
style="
font-size: 10pt;
font-family: 'Helvetica', 'sans-serif';
"
>
<a href="hw/proj1/index.html"
>Project 1: Images of the Russian Empire -- Colorizing the
<span class="SpellE">Prokudin-Gorskii</span> Photo
Collection</a
>
<br />
<span>
<img
src="463_files/image004.jpg"
alt="Description: http://www.cs.cmu.edu/afs/andrew/scs/cs/15-463/pub/www/images/3-8086-left.jpg"
v:shapes="Picture_x0020_37"
border="0"
height="261"
width="300"
style="padding-top: 3px"
/>
</span>
<span style="font-family: Symbol"><o:p></o:p></span>
<br />
</span>
</p>
<!-- project 1 runner ups. -->
<p>
<span style="font-size:10.0pt; font-family:'Arial','sans-serif'">
<img title="Trophy by Zeyana Musthafa : http://www.iconfinder.com/browse/iconset/fugue/" src="463_files/cup_gold.png" style="width:20px; height:20px;">
<b>Class Choice Awards: Bryan Li</b>
<br>
<img title="Trophy by Zeyana Musthafa : http://www.iconfinder.com/browse/iconset/fugue/" src="463_files/cup_silver.png" style="width:20px; height:20px;">
<b>Runner ups:
Minseok Son
Jeffrey Tan
</b>
</span>
</p>
<!-- Project 2 -->
<p class="MsoNormal"> </p>
<p class="MsoNormal">
<a href="hw/proj2/index.html">Project 2: Fun with Filters and Frequencies</a></b>
</p>
<p class="MsoNormal">
<span class="MsoNormal">
<img src="463_files/hybrid.png" width="299" height="175">
<img src="463_files/orple.jpg" width="231" height="175" alt="orple">
</span>
</p>
<!-- Project 2 Runner ups -->
<p>
<span style="font-size:10.0pt; font-family:'Arial','sans-serif'">
<img title="Trophy by Zeyana Musthafa : http://www.iconfinder.com/browse/iconset/fugue/" src="463_files/cup_gold.png" style="width:20px; height:20px;">
<b>Class Choice Awards: Jeffrey Tan</b>
<br>
<img title="Trophy by Zeyana Musthafa : http://www.iconfinder.com/browse/iconset/fugue/" src="463_files/cup_silver.png" style="width:20px; height:20px;">
<b>Runner ups:
Mingxiao Wei
Nathalys Pham
</b>
</span>
</p>
<!-- Project 3 -->
<p class="MsoNormal"> </p>
<p class="MsoNormal">
<a href="hw/proj3/index.html">Project 3: Face Morphing and Modelling a Photo Collection</a>
</p>
<p class="MsoNormal">
<img src="463_files/morph.png" width="383" height="126" alt="morph">
</p>
<!-- Project 3 Runner ups -->
<p>
<span style="font-size:10.0pt; font-family:'Arial','sans-serif'">
<img title="Trophy by Zeyana Musthafa : http://www.iconfinder.com/browse/iconset/fugue/" src="463_files/cup_gold.png" style="width:20px; height:20px;">
<b>Class Choice Awards: Chloe Zhong</b>
<br>
<img title="Trophy by Zeyana Musthafa : http://www.iconfinder.com/browse/iconset/fugue/" src="463_files/cup_silver.png" style="width:20px; height:20px;">
<b>Runner ups:
Irene Geng
Jai Singh
</b>
</span>
</p>
<!-- Project 4 -->
<p class="MsoNormal"></p>
<p class="MsoNormal"> </p>
<p class="MsoNormal">
<a href="hw/proj4/index.html">Project 4: (Auto)stitching and photo mosaics</a>
</p>
<p class="MsoNormal">
<span>
<img src="463_files/image028.jpg" alt="stitching" height="150" border="0" style="padding-top: 3px;">
</span>
</p>
<!-- Project 4 Runner ups -->
<p>
<span style="font-size:10.0pt; font-family:'Arial','sans-serif'">
<img title="Trophy by Zeyana Musthafa : http://www.iconfinder.com/browse/iconset/fugue/" src="463_files/cup_gold.png" style="width:20px; height:20px;">
<b>Class Choice Awards: Alec Li</b>
<br>
<img title="Trophy by Zeyana Musthafa : http://www.iconfinder.com/browse/iconset/fugue/" src="463_files/cup_silver.png" style="width:20px; height:20px;">
<b>Runner ups:
Joshua You
Lance Mathias
</b>
</span>
</p>
<p class="MsoNormal"> </p>
<!-- Project 5 -->
<p class="MsoNormal">
<a href="hw/proj5/index.html">Project 5: Neural Radiance Fields</a>
</p>
<p class="MsoNormal">
<img src="463_files/nerf_img.png" width="380" alt="morph">
</p>
<p class="MsoNormal"> </p>
<!-- Final Project -->
<p class="MsoNormal">
<a href="hw/final-project/index.html">Final Project</a>
</p>
<p class="MsoNormal">
<img src="463_files/multifredo.jpg" alt="multifredo" width="400" height="240">
</p>
</td>
</tr>
</tbody>
</table>
<!-- Textbook -->
<p>
<b
><span style="font-size: 10pt; font-family: 'Helvetica', 'sans-serif'"
>TEXTBOOK:</span
></b
>
<span
style="
font-size: 10pt;
font-family: 'Helvetica', 'sans-serif';
color: black;
"
>
<br />
We will be loosely using the new 2nd edition of
<a href="http://szeliski.org/Book/">
Rick Szeliski's Computer Vision textbook</a
>. You can purchase a hard copy or use a
<a href="http://szeliski.org/Book/download.php">free pdf</a>.
<u1:p></u1:p>
</span>
<span style="font-size: 13.5pt; color: black">
<o:p></o:p>
</span>
</p>
<p>
<span style="font-size: 10pt; font-family: 'Helvetica', 'sans-serif'">
There <span class="GramE">is</span> a number of other fine texts that
you can use for general reference:
<o:p></o:p>
</span>
</p>
<p style="margin-left: 0.5in">
<span style="font-size: 10pt; font-family: 'Helvetica', 'sans-serif'">
Computer Vision: A Modern Approach (2<sup>nd</sup> edition), Forsyth
and Ponce <i>(classic computer vision text)</i> <br clear="all" />
Vision Science: Photons to Phenomenology, Stephen Palmer
<i>(great book on human visual perception)</i> <br clear="all" />
Digital Image Processing, 2nd edition, Gonzalez and Woods
<i>(a good general image processing text)</i> <br clear="all" />
Linear Algebra and its Applications, Gilbert
<span class="SpellE">Strang</span>
<i>(a truly wonderful book on linear algebra)</i> <br clear="all" />
<i><o:p></o:p></i>
</span>
</p>
<!-- Class Notes -->
<p>
<b
><span style="font-size: 10pt; font-family: 'Helvetica', 'sans-serif'"
>CLASS NOTES</span
></b
>
<span style="font-size: 10pt; font-family: 'Helvetica', 'sans-serif'">
<br clear="all" />
The instructor is extremely grateful to a large number of researchers
for making their slides available for use in this course.
<a href="http://www.cs.washington.edu/homes/seitz/">Steve Seitz</a>
and
<a href="http://research.microsoft.com/%7Eszeliski/"
>Rick <span class="SpellE">Szeliski</span></a
>
have been particularly kind in letting me use their wonderful lecture
notes. In addition, I would like to thank
<a href="http://www.debevec.org/"
>Paul <span class="SpellE">Debevec</span></a
>, <a href="http://socrates.berkeley.edu/%7Eplab/">Stephen Palmer</a>,
<a href="http://www.cs.cmu.edu/%7Eph/"
>Paul <span class="SpellE">Heckbert</span></a
>, <a href="http://luthuli.cs.uiuc.edu/%7Edaf/">David Forsyth</a>,
<a href="http://www.cs.cornell.edu/%7Esrm/"
>Steve <span class="SpellE">Marschner</span></a
>
and others, as noted in the slides. The instructor gladly gives
permission to use and modify any of the slides for academic and
research purposes. However, please do also acknowledge the original
sources where appropriate.
<o:p></o:p>
</span>
</p>
<p class="MsoNormal">
<span style="font-size: 10pt; font-family: 'Helvetica', 'sans-serif'"
> </span
>
<b
><span style="font-size: 10pt; font-family: 'Helvetica', 'sans-serif'"
><o:p></o:p></span
></b>
</p>
<p class="MsoNormal">
<b
><span style="font-size: 10pt; font-family: 'Helvetica', 'sans-serif'"
>CLASS SCHEDULE:
</span></b
>
<span><o:p></o:p></span>
</p>
<table style="border-collapse: collapse">
<tbody>
<tr style="border: solid; border-width: 1px 0">
<td
style="
width: 8.12%;
background-color: #555555;
padding: 0.75pt;
border-right: 1px solid #000;
"
valign="top"
width="8%"
>
<p class="MsoNormal" style="text-align: center">
<b
><span
style="font-family: 'Helvetica', 'sans-serif'; color: white"
>CLASS DATE</span
></b
><o:p></o:p>
</p>
</td>
<td
style="width: 62.46%; background-color: #555555; padding: 0.75pt"
valign="top"
width="62%"
>
<p class="MsoNormal" style="text-align: center">
<b
><span
style="font-family: 'Helvetica', 'sans-serif'; color: white"
>TOPICS</span
></b
><o:p></o:p>
</p>
</td>
<td
style="
width: 28.76%;
background-color: #555555;
padding: 0.75pt;
border-left: 1px solid #000;
"
valign="top"
width="28%"
>
<p class="MsoNormal" style="text-align: center">
<b
><span
style="font-family: 'Helvetica', 'sans-serif'; color: white"
>Material</span
></b
><o:p></o:p>
</p>
</td>
</tr>
<tr style="border: solid; border-width: 1px 0">
<td
style="
width: 8.12%;
background: none repeat scroll 0% 0% silver;
padding: 0.75pt;
border-right: 1px solid #000;
"
valign="top"
width="8%"
>
<p class="MsoNormal" style="text-align: center">
<span
class="fredo"
style="font-family: 'Helvetica', 'sans-serif'"
>Aug </span
><span><o:p></o:p></span>23
</p>
</td>
<td
style="
width: 62.46%;
background: none repeat scroll 0% 0% silver;
padding: 0.75pt;
"
valign="top"
width="62%"
>
<p class="MsoNormal">
<b
><span
style="
font-size: 10pt;
font-family: 'Helvetica', 'sans-serif';
"
>Introduction<br clear="all" /></span
></b>
<b
><span
style="
font-size: 10pt;
font-family: 'Helvetica', 'sans-serif';
"
>
<img
src="463_files/image006.jpg"
v:shapes="Picture_x0020_45"
border="0"
height="175"
width="262"
/> </span></b
><span><o:p></o:p></span>
</p>
</td>
<td
style="
width: 28.76%;
background: none repeat scroll 0% 0% silver;
padding: 0.75pt;
border-left: 1px solid #000;
"
valign="top"
width="28%"
>
<ul type="disc">
<li>
Slides:<a href="./Lectures/Introduction2023.pdf">pdf</a>
</li>
<li>
<a
href="https://medium.com/@aaronhertzmann/how-photography-became-an-art-form-7b74da777c63"
>How Photography Became an Art Form</a
>
by
<a href="https://www.dgp.toronto.edu/~hertzman/"
>Aaron Hertzmann</a
>
</li>
</ul>
<p> </p>
</td>
</tr>
<tr style="border: solid; border-width: 1px 0">
<td
style="
width: 8.12%;
background: none repeat scroll 0% 0% silver;
padding: 0.75pt;
border-right: 1px solid #000;
"
valign="top"
width="8%"
>
<p class="MsoNormal" style="text-align: center">
<span
class="fredo"
style="font-family: 'Helvetica', 'sans-serif'"
>Aug </span
><span><o:p></o:p></span>28
</p>
</td>
<td
style="
width: 62.46%;
background: none repeat scroll 0% 0% silver;
padding: 0.75pt;
"
valign="top"
width="62%"
>
<p class="MsoNormal">
<b
><span
style="
font-size: 10pt;
font-family: 'Helvetica', 'sans-serif';
"
>Capturing Light... in man and machine<br
clear="all" /></span
></b>
<b
><span
style="
font-size: 10pt;
font-family: 'Helvetica', 'sans-serif';
"
>
<img
src="463_files/image011.png"
v:shapes="Picture_x0020_45"
border="0"
height="175"
width="262"
/> </span></b
><span><o:p></o:p></span>
</p>
</td>
<td
style="
width: 28.76%;
background: none repeat scroll 0% 0% silver;
padding: 0.75pt;
border-left: 1px solid #000;
"
valign="top"
width="28%"
>
<ul type="disc">
<li>
<a href="./Lectures/CapturingLight.pdf">pdf</a>
</li>
<li>
Reading:
<a href="https://youtu.be/6tTNgvAl1y4">Color in 5 minutes</a>
</li>
<li>
Reading:
<a href=" https://youtu.be/1albYPL9Cfg"
>Displays in 5 minutes</a
>
</li>
</ul>
<p> </p>
</td>
</tr>
<tr style="border: solid; border-width: 1px 0">
<td
style="
width: 8.12%;
background: none repeat scroll 0% 0% silver;
padding: 0.75pt;
border-right: 1px solid #000;
"
valign="top"
width="8%"
>
<p class="MsoNormal" style="text-align: center">
<span
class="fredo"
style="font-family: 'Helvetica', 'sans-serif'"
>Aug </span
><span><o:p></o:p></span>30
</p>
</td>
<td
style="
width: 62.46%;
background: none repeat scroll 0% 0% silver;
padding: 0.75pt;
"
valign="top"
width="62%"
>
<p class="MsoNormal">
<b
><span
style="
font-size: 10pt;
font-family: 'Helvetica', 'sans-serif';
"
>Image Processing I<br clear="all" /></span
></b>
<b
><span
style="
font-size: 10pt;
font-family: 'Helvetica', 'sans-serif';
"
>
<img
src="463_files/point_processing.png"
v:shapes="Picture_x0020_45"
border="0"
height="175"
width="262"
/> </span></b
><span><o:p></o:p></span>
</p>
</td>
<td
style="
width: 28.76%;
background: none repeat scroll 0% 0% silver;
padding: 0.75pt;
border-left: 1px solid #000;
"
valign="top"
width="28%"
>
<ul type="disc">
<li>
Slides: <a href="./Lectures/ImageProcessingI.pdf">pdf</a>
</li>
<li>Szeliski Ch. 2</li>
<li>
Images in 5 minutes: <a href="https://www.youtube.com/watch?v=xUzhKqf22mY">The Case of the Splotched Van Gogh, Part 1</a>
</li>
</ul>
<p> </p>
</td>
</tr>
<tr style="border: solid; border-width: 1px 0">
<td
style="
width: 8.12%;
background: none repeat scroll 0% 0% silver;
padding: 0.75pt;
border-right: 1px solid #000;
"
valign="top"
width="8%"
>
<p class="MsoNormal" style="text-align: center">
<span
class="fredo"
style="font-family: 'Helvetica', 'sans-serif'"
>Sep </span
><span><o:p></o:p></span>6
</p>
</td>
<td
style="
width: 62.46%;
background: none repeat scroll 0% 0% silver;
padding: 0.75pt;
"
valign="top"
width="62%"
>
<p class="MsoNormal">
<b
><span
style="
font-size: 10pt;
font-family: 'Helvetica', 'sans-serif';
"
>Image Processing II: Convolution and Derivatives<br
clear="all" /></span
></b>
<b
><span
style="
font-size: 10pt;
font-family: 'Helvetica', 'sans-serif';
"
>
<img
src="463_files/convolution.png"
v:shapes="Picture_x0020_45"
border="0"
height="175"
width="262"
/> </span></b
><span><o:p></o:p></span>
</p>
</td>
<td
style="
width: 28.76%;
background: none repeat scroll 0% 0% silver;
padding: 0.75pt;
border-left: 1px solid #000;
"
valign="top"
width="28%"
>
<ul type="disc">
<li>
Slides:
<a href="./Lectures/ConvolutionAndDerivatives.pdf">pdf</a>
</li>
<li>Szeliski Ch. 3</li>
<li>
Image Filtering in 5 minutes: <a href="https://www.youtube.com/watch?v=6v8dNtknOSM&t=13s">The Case of the Splotched Van Gogh, Part 2</a>
</li>
</ul>
<p> </p>
</td>
</tr>
<tr style="border: solid; border-width: 1px 0">
<td
style="
width: 8.12%;
background: none repeat scroll 0% 0% silver;
padding: 0.75pt;
border-right: 1px solid #000;
"
valign="top"
width="8%"
>
<p class="MsoNormal" style="text-align: center">
<span
class="fredo"
style="font-family: 'Helvetica', 'sans-serif'"
>Sep </span
><span><o:p></o:p></span>11
</p>
</td>
<td
style="
width: 62.46%;
background: none repeat scroll 0% 0% silver;
padding: 0.75pt;
"
valign="top"
width="62%"
>
<p class="MsoNormal">
<b
><span
style="
font-size: 10pt;
font-family: 'Helvetica', 'sans-serif';
"
>The Frequency Domain<br
clear="all" /></span
></b>
<b
><span
style="
font-size: 10pt;
font-family: 'Helvetica', 'sans-serif';
"
>
<img
src="463_files/fourier.png"
v:shapes="Picture_x0020_45"
border="0"
height="175"
width="262"
/> </span></b
><span><o:p></o:p></span>
</p>
</td>
<td
style="
width: 28.76%;
background: none repeat scroll 0% 0% silver;
padding: 0.75pt;
border-left: 1px solid #000;
"
valign="top"
width="28%"
>
<ul type="disc">
<li>
Slides:
<a href="./Lectures/FreqDomain.pdf">pdf</a>
</li>
<li>Szeliski Ch 3.4</li>
<li>Fourier Transform in 5 minutes:
<a href="https://www.youtube.com/watch?v=JciZYrh36LY">The Case of the Splotched Van Gogh, Part 3</a>
</li>
</ul>
<p> </p>
</td>
</tr>
<tr style="border: solid; border-width: 1px 0">
<td
style="
width: 8.12%;
background: none repeat scroll 0% 0% silver;
padding: 0.75pt;
border-right: 1px solid #000;
"
valign="top"
width="8%"
>
<p class="MsoNormal" style="text-align: center">
<span
class="fredo"
style="font-family: 'Helvetica', 'sans-serif'"
>Sep </span
><span><o:p></o:p></span>13
</p>
</td>
<td
style="
width: 62.46%;
background: none repeat scroll 0% 0% silver;
padding: 0.75pt;
"
valign="top"
width="62%"
>
<p class="MsoNormal">
<b
><span
style="
font-size: 10pt;
font-family: 'Helvetica', 'sans-serif';
"
>Pyramid Blending, Templates, NL Filters<br
clear="all" /></span
></b>
<b
><span
style="
font-size: 10pt;
font-family: 'Helvetica', 'sans-serif';
"
>
<img
src="463_files/image033.gif"
v:shapes="Picture_x0020_45"
border="0"
height="240"
width="240"
/> </span></b
><span><o:p></o:p></span>
</p>
</td>
<td
style="
width: 28.76%;
background: none repeat scroll 0% 0% silver;
padding: 0.75pt;
border-left: 1px solid #000;
"
valign="top"
width="28%"
>
<ul type="disc">
<li>
Slides:
<a href="./Lectures/PyramidsBlending.pdf">pdf</a>
</li>