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{mso-level-tab-stop:4.5in; mso-level-number-position:left; text-indent:-.25in;} ol {margin-bottom:0in;} ul {margin-bottom:0in;} --> </style><!--[if gte mso 10]> <style> /* Style Definitions */ table.MsoNormalTable {mso-style-name:"Table Normal"; mso-tstyle-rowband-size:0; mso-tstyle-colband-size:0; mso-style-noshow:yes; mso-style-priority:99; mso-style-parent:""; mso-padding-alt:0in 5.4pt 0in 5.4pt; mso-para-margin:0in; mso-para-margin-bottom:.0001pt; mso-pagination:widow-orphan; font-size:10.0pt; font-family:"Times New Roman";} </style> <![endif]--><!--[if gte mso 9]><xml> <o:shapedefaults v:ext="edit" spidmax="1027"/> </xml><![endif]--><!--[if gte mso 9]><xml> <o:shapelayout v:ext="edit"> <o:idmap v:ext="edit" data="1"/> </o:shapelayout></xml><![endif]--> </head> <body style="" lang="EN-US" link="blue" vlink="blue" bgcolor="white"> <div class="WordSection1"> <div class="MsoNormal" style="text-align: center;" align="center"><span style="font-family: Arial;"> <hr size="2" width="100%" align="center"></span></div> <h1 style="text-align: center;" align="center"><span style="font-family: Arial;">Computational Photography<o:p></o:p></span></h1> <h1 style="text-align: center;" align="center"><span style="font-family: Arial;">Spring 2011 <o:p></o:p></span></h1> <div class="MsoNormal" style="text-align: center;" align="center"><span style="font-family: Arial;"> <hr size="2" width="100%" align="center"></span></div> <h2><span style="font-family: Arial;">Course Information<o:p></o:p></span></h2> <p><span style="font-family: Arial;">Title: COMS 6734: Computational Photography, Spring 2011 <o:p></o:p></span></p> <p><span style="font-family: Arial;">Time: Wednesday, 2:10 pm -- 4:00 pm <o:p></o:p></span></p> <p><span style="font-family: Arial;">Location: 825 <span class="SpellE">Mudd</span></span></p> <p><span style="font-family: Arial;">Credits: 3 credits<o:p></o:p></span></p> <p><span style="font-family: Arial;">Pre-requisites: Linear Algebra, Calculus<o:p></o:p></span></p> <div class="MsoNormal" style="text-align: center;" align="center"><span style="font-family: Arial;"> <hr size="2" width="100%" align="center"></span></div> <h2><span style="font-family: Arial;">Instructor<o:p></o:p></span></h2> <p><b style=""><span style="font-family: Arial;">Prof. Peter N. Belhumeur</span></b><span style="font-family: Arial;"><o:p></o:p></span></p> <p><b style=""><span style="font-family: Arial;"><a href="http://www.cs.columbia.edu/%7Ebelhumeur">http://www.cs.columbia.edu/~belhumeur</a></span></b><span style="font-family: Arial;"><o:p></o:p></span></p> <p><span style="font-family: Arial;">Email: <a href="mailto:belhumeur@cs.columbia.edu">belhumeur@cs.columbia.edu</a><o:p></o:p></span></p> <p><span style="font-family: Arial;">Office: 623 CEPSR<o:p></o:p></span></p> <p><span style="font-family: Arial;">Phone: 212-939-7087<o:p></o:p></span></p> <p><span style="font-family: Arial;">Office Hours: Mon, 8:30-10:00am<o:p></o:p></span></p> <div class="MsoNormal" style="text-align: center;" align="center"><span style="font-family: Arial;"> <hr size="2" width="100%" align="center"></span></div> <p><b style=""><span style="font-family: Arial;">TA <o:p></o:p></span></b></p> <p><b style=""><span style="font-family: Arial;">Oliver <span class="SpellE">Cossairt</span></span></b><span style="font-family: Arial;"><o:p></o:p></span></p> <p><span style="font-family: Arial;">Email: <a href="mailto:ollie@cs.columbia.edu">ollie@cs.columbia.edu</a><o:p></o:p></span></p> <p><span style="font-family: Arial;">Office: 6LW4 CEPSR <o:p></o:p></span></p> <p><span style="font-family: Arial;">Office Hours: Mon 10am-11<span class="GramE">:30am</span></span></p> <div class="MsoNormal" style="text-align: center;" align="center"><span style="font-family: Arial;"> <hr size="2" width="100%" align="center"></span></div> <h2><span style="font-family: Arial;">Overview<o:p></o:p></span></h2> <p><span style="font-family: Arial;">In recent years, the fields of computer graphics, computer vision and photography have converged to give rise to a new and very active area of research -- Computational Photography. The goal in this work is to redefine the camera by using computational techniques to produce <span class="GramE">an</span> new level of images and visual representations. This course will be seminar, offered to all students with knowledge in any of the three core areas: computer vision, computer graphics, or photography. There will be no midterm or final exam.<o:p></o:p></span></p> <div class="MsoNormal" style="text-align: center;" align="center"><span style="font-family: Arial;"> <hr size="2" width="100%" align="center"></span></div> <h2><span style="font-family: Arial;">Topics<o:p></o:p></span></h2> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Introduction to the Camera<o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">HDR Imaging<o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Feature Matching Using <span class="SpellE">Ransac</span><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Image Mosaics, Image Stitching, and <span class="SpellE">Dynamosaics</span><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Image-Based Rendering, Environment Matting and Compositing<o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Image Refocusing<o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Motion Magnification<o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Removing Camera Shake<o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Camera Lens Arrays<o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span class="SpellE"><span style="font-family: Arial;">Bluescreening</span></span><span style="font-family: Arial;"><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Programmable Lighting<o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Computational Flash Photography<o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Light Fields<o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Photo Pop-Up<o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Schematic Storyboarding<o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Face Detection<o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Face Modeling<o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Texture Synthesis<o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Video Textures<o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">View Synthesis<o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Motion Estimation and Warping<o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Single and Multi-View Geometry<o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Photo Tourism<o:p></o:p></span></p> <div class="MsoNormal" style="text-align: center;" align="center"><span style="font-family: Arial;"> <hr size="2" width="100%" align="center"></span></div> <h2><span style="font-family: Arial;">Grading<o:p></o:p></span></h2> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Class Presentations and Discussion: 25%. <a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/presentation.txt">Some simple tips about presentations</a><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Paper Review: 10%<o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Assignments: 25% <a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/assignment1.html">Assignment 1</a> <a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/assignment2.html">Assignment 2</a><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Project: 40% <a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/project.html">Project Description</a>(<b style=""><span style="color: red;">In-class Presentation: April 29th</span></b>)<o:p></o:p></span></p> <div class="MsoNormal" style="text-align: center;" align="center"><span style="font-family: Arial;"> <hr size="2" width="100%" align="center"></span></div> <h2><span style="font-family: Arial;">Paper Review Form: <a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/review.txt">TXT</a><o:p></o:p></span></h2> <div class="MsoNormal" style="text-align: center;" align="center"><span style="font-family: Arial;"> <hr size="2" width="100%" align="center"></span></div> <h2><span style="font-family: Arial;">Syllabus + Assigned Reading Material (to be updated throughout the course)<o:p></o:p></span></h2> <h3><span style="font-family: Arial;">Lecture 1. Introduction<o:p></o:p></span></h3> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><b style=""><span style="font-family: Arial;">Syllabus Review + Computational Photography Examples</span></b><span style="font-family: Arial;">: <o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 1in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: &quot;Courier New&quot;;"><span style="">o<span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;"><a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/PhotoTourismFull.mov">Photo Tourism Movie</a> <o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 1in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: &quot;Courier New&quot;;"><span style="">o<span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;"><a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/debevec-campanile.mov">Campanile Movie</a>, <a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/The%2525252525252520Campanile%2525252525252520Movie.htm">webpage</a> <o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 1in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: &quot;Courier New&quot;;"><span style="">o<span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;"><a href="http://gigapan.org/viewGigapan.php?id=15374"><span class="SpellE">Gigapan</span> demo of inauguration</a> <o:p></o:p></span></p> <h3><span style="font-family: Arial;">Lecture 2. Basics of Imaging, Cameras, and Radiometry (Resolution and HDR)<a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/Basic_Imaging_and_Radiometry.ppt">PPT</a> + <a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/Principles_of_Surface_Reflection.ppt">PPT</a><o:p></o:p></span></h3> <div> <p class="MsoNormal"><b style=""><span style="font-family: Arial;">Readings</span></b><span style="font-family: Arial;"><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">E. <span class="SpellE">Trucco</span> and A. <span class="SpellE">Verri</span> <b style="">Chapter 2 in Introductory Techniques for 3-D Computer Vision</b>, pp. 15--26, <i style="">Prentice Hall</i>.<o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">F. X. <span class="SpellE">Sillion</span> and C. <span class="SpellE">Puech</span> <b style="">Chapters 1 and 2 on <span class="SpellE">Radiosity</span> and Global Illumination</b>, <i style="">Morgan Kaufmann Publishers Inc. 1994<span class="GramE">.,</span></i><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">F. E. Nicodemus, J.C. Richmond and J.J. Hsia, <b style="">Geometrical Considerations and Nomenclature for Reflectance</b>, <i style="">Institute of Basic Standards, National Bureau of Standards, October 1977.</i><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span class="SpellE"><span style="font-family: Arial;">Debevec</span></span><span style="font-family: Arial;"> and Malik, <b style="">Recovering High Dynamic Range Radiance Maps from Photographs</b>, SIGGRAPH 1997.<a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/debevec-siggraph97.pdf">PDF</a><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;"><a href="http://www.optics.arizona.edu/Palmer/rpfaq/rpfaq.htm">Radiometry and photometry FAQ</a><o:p></o:p></span></p> </div> <h3><span style="font-family: Arial;">Lecture 3. <span class="SpellE">Plenoptic</span> Function and Light Field Rendering <a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/plenoptic.ppt">PPT</a><o:p></o:p></span></h3> <div> <p class="MsoNormal"><b style=""><span style="font-family: Arial;">Presentations</span></b><span style="font-family: Arial;"><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span class="SpellE"><span style="font-family: Arial;">Isaksen</span></span><span style="font-family: Arial;"> et al., <b style=""><a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/siggraph2000_drlf.pdf">Dynamically <span class="SpellE">Reparameterized</span> Light Field</a></b>, <i style="">SIGGRAPH 2000.</i><b style="">Assigned to </b><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span class="SpellE"><span style="font-family: Arial;">Levoy</span></span><span style="font-family: Arial;"> and <span class="SpellE">Hanrahan</span>, <b style=""><a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/light-lores.pdf">Light Field Rendering</a></b><span class="GramE"> ,</span> <i style="">SIGGRAPH, 1996.</i> <b style="">Assigned to </b><o:p></o:p></span></p> </div> <div> <p class="MsoNormal"><b style=""><span style="font-family: Arial;">Readings</span></b><span style="font-family: Arial;"><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span class="SpellE"><span style="font-family: Arial;">Gortler</span></span><span style="font-family: Arial;"> et al., <a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/p43-gortler.pdf">The <span class="SpellE">Lumigraph</span></a>, <i style="">SIGGRAPH, <span class="SpellE">pp</span> 43--54, 1996.</i><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span class="SpellE"><span style="font-family: Arial;">Adelson</span></span><span style="font-family: Arial;"> and Bergen, <a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/adelson-bergen.pdf">The <span class="SpellE">plenoptic</span> function and the elements of early vision.</a>. Computational Models of Visual Processing, MIT Press, Cambridge MA, 1991. <o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Chen, <a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/chen95quicktime.pdf"><span class="SpellE">Quicktime</span> VR - an image-based approach to virtual environment navigation</a>, SIGGRAPH 1995.<o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Ng et al. <a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/lfcamera-150dpi.pdf">Light Field Photography with a Hand-Held <span class="SpellE">Plenoptic</span> Camera</a>, Stanford Tech. Report, 2005. <o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Andrew Jones, et al. <a href="http://gl.ict.usc.edu/Research/3DDisplay/">Rendering for an Interactive 360?Light Field Display</a>, SIGGRAPH 2007. <o:p></o:p></span></p> </div> <h3><span style="font-family: Arial;">Lecture 4. Image <span class="SpellE">Deblurring</span> <a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/Convolution_Deconvolution.ppt">PPT</a><o:p></o:p></span></h3> <div> <p class="MsoNormal"><b style=""><span style="font-family: Arial;">Presentations</span></b><span style="font-family: Arial;"><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Levin et al<span class="GramE">..</span> <b style=""><a href="http://www.wisdom.weizmann.ac.il/%7Elevina/papers/MotInv-s-LevinEtAl-SIGGRAPH08.pdf">Motion Invariant Photography</a></b>, SIGGRAPH 2008.<span style="">&nbsp; </span><b style="">Assigned to</b></span> Guangyu Sun and Zhiwei Wang</p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span class="SpellE"><span style="font-family: Arial;">Nagahara</span></span><span style="font-family: Arial;"> et al. <b style=""><a href="http://www.cs.columbia.edu/CAVE/projects/flexible_dof/">Flexible Depth of Field</a></b>. SIGGRAPH 2008.<span style="">&nbsp; </span><b style="">Assigned to</b></span> Erbo Li and Pranay Prabhakar</p> </div> <div> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span class="SpellE"><span style="font-family: Arial;">Cossairt</span></span><span style="font-family: Arial;"> et al. <b style=""><a href="http://www.cs.columbia.edu/CAVE/projects/spectralfocalsweep/">Spectral Focal Sweep</a></b>. ICCP 2010.<span style="">&nbsp; </span><b style="">Assigned to</b><o:p></o:p></span></p> </div> <div> <h3><span style="font-family: Arial;">Lecture 5. Flash Photography<o:p></o:p></span></h3> <p class="MsoNormal"><b style=""><span style="font-family: Arial;">Presentations</span></b><span style="font-family: Arial;"><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span class="SpellE"><span style="font-family: Arial;">Petschnigg</span></span><span style="font-family: Arial;"> et al. <b><a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/flash_no_flash.pdf">Digital Photography with Flash and No-flash Image Pairs</a></b>. SIGGRAPH 2004.<span style="">&nbsp; </span><b style="">Assigned to</b></span><strong> Delia Wang and Astha Malik</strong></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span class="SpellE"><span style="font-family: Arial;">Raskar</span></span><span style="font-family: Arial;"> et al. <b><a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/siggraph2004_nprcamera.pdf">Non-photorealistic Camera: Depth Edge Detection and Stylized Rendering using Multi-Flash Imaging</a></b>. SIGGRAPH 2004.<span style="">&nbsp; </span><b style="">Assigned to</b></span><strong> Pei-Lun Hsieh and Wenxin Zhu</strong></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span class="SpellE"><span style="font-family: Arial;">Nayar</span></span><span style="font-family: Arial;">, et al<b style="">. <a href="http://www1.cs.columbia.edu/CAVE//projects/separation/">Fast Separation of Direct and Global Components of a Scene using High Frequency Illumination</a></b>, SIGGRAPH 2006.<span style="">&nbsp; </span><b style="">Assigned to</b><o:p></o:p></span></p> <p class="MsoNormal" style="line-height: 200%;"><b style=""><span style="font-family: Arial;">Readings</span></b><span style="font-family: Arial;"><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span class="SpellE"><span style="font-family: Arial;">Kundur</span></span><span style="font-family: Arial;"> and <span class="SpellE">Hatzinakos</span>. <a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/blinddeconvolution.pdf">Blind Image <span class="SpellE">Deconvolution</span></a>. IEEE Transactions on Signal Processing. <o:p></o:p></span></p> </div> <h3><span style="font-family: Arial;">Lecture 6. Recent Work on Photograph Enhancement<o:p></o:p></span></h3> <p class="MsoNormal"><b style=""><span style="font-family: Arial;">Presentations</span></b><span style="font-family: Arial;"><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span class="SpellE"><span style="font-family: Arial;">Raanan</span></span><span style="font-family: Arial;"> <span class="SpellE">Fattal</span>. <b style=""><a href="http://www.cs.huji.ac.il/%7Eraananf/projects/defog/index.html">Single Image <span class="SpellE">Dehazing</span></a></b>. SIGGRAPH 2008 <b style="">Assigned to</b></span> Yifu Zheng and Chun-Kang Chen</p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span class="SpellE"><span style="font-family: Arial;">Kaiming</span></span><span style="font-family: Arial;"> He, et al. <b style=""><a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/dehaze_cvpr2009.pdf">Single Image Haze Removal using Dark channel Prior</a></b>. CVPR 2009.</span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">Eugene Hsu, et al. <b style=""><a href="http://people.csail.mit.edu/ehsu/work/sig08lme/">Light Mixture Estimation for Spatially Varying White Balance</a></b>. SIGGRAPH 2008. <b style="">Assigned to </b><o:p></o:p></span><strong>ziyi zhang and Erbo Li</strong></p> <p class="MsoNormal"><b style=""><span style="font-family: Arial;">Readings</span></b><span style="font-family: Arial;"><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span class="SpellE"><span style="font-family: Arial;">Eino</span></span><span style="font-family: Arial;">-Ville <span class="SpellE">Talvala</span>, et al. <a href="http://graphics.stanford.edu/papers/glare_removal/">Veiling Glare in High Dynamic Range Imaging</a>. SIGGRAPH 2007. </span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span class="MsoHyperlink"><span style="font-family: Symbol; color: windowtext; text-decoration: none;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span></span><!--[endif]--><span style="font-family: Arial;">Johannes Kopf, et al. <a href="http://johanneskopf.de/publications/deep_photo/index.html">Deep Photo: Model-Based Photograph Enhancement and Viewing</a>. SIGGRAPH 2008 Asia. </span><span class="MsoHyperlink"><span style="color: windowtext; text-decoration: none;"><o:p></o:p> </span></span><strong>Assigned to Yi Zhang and Hang Li</strong></p> <h3><span style="font-family: Arial;">Lecture 7. Image and Video Matting<span class="MsoHyperlink"><span style="color: windowtext;"><o:p></o:p></span></span></span></h3> <p class="MsoNormal"><b style=""><span style="font-family: Arial;"><a href="http://johanneskopf.de/publications/deep_photo/index.html"><span style="color: windowtext; text-decoration: none;">Presentations</span></a></span></b><span class="MsoHyperlink"><span style="font-family: Arial; color: windowtext; text-decoration: none;"><o:p></o:p></span></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span style="font-family: Symbol;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><!--[endif]--><span style="font-family: Arial;">J. Sun et al. <b style=""><a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/sun06.pdf">Flash Matting<span style="font-weight: normal;">.</span></a></b> SIGGRAPH 2006. <b style="">Assigned to </b></span>Joshua Cataldo and Shih-Hao Tsai</p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span class="MsoHyperlink"><span style="font-family: Symbol; color: windowtext; text-decoration: none;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span></span><!--[endif]--><span style="font-family: Arial;">Bando et al. <b style=""><a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/SIGA08rgb_filter.pdf">Extracting Depth and Matte using a Color-Filtered Aperture<span style="font-weight: normal;">.</span></a></b> SIGGRAPH ASIA 2008. <b style="">Assigned to </b><span class="MsoHyperlink"><span style="color: windowtext; text-decoration: none;"><o:p></o:p> </span></span></span>Pushkaraj Bhirud and Siddharth Patil</p> <p class="MsoNormal"><b style=""><span style="font-family: Arial;"><a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/SIGA08rgb_filter.pdf"><span style="color: windowtext; text-decoration: none;"><span style="">Readings</span></span></a></span></b><span class="MsoHyperlink"><span style="font-family: Arial; color: windowtext; text-decoration: none;"><o:p></o:p></span></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span class="MsoHyperlink"><span style="font-family: Symbol; color: windowtext; text-decoration: none;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span></span><!--[endif]--><span style="font-family: Arial;">Morgan McGuire, et al. <a href="http://www.cs.brown.edu/%7Emorgan/DefocusVideoMatting/index.html">Defocus Video Matting</a>. SIGGRAPH 2005.<span class="MsoHyperlink"><span style="color: windowtext; text-decoration: none;"><o:p></o:p></span></span></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span class="MsoHyperlink"><span style="font-family: Symbol; color: windowtext; text-decoration: none;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span></span><!--[endif]--><span class="GramE"><span style="font-family: Arial;">Y.-</span></span><span style="font-family: Arial;">Y. Chuang, et al. <a href="http://grail.cs.washington.edu/projects/digital-matting/image-matting/">A Bayesian Approach to Digital Matting</a>. CVPR 2001. <span class="MsoHyperlink"><span style="color: windowtext; text-decoration: none;"><o:p></o:p></span></span></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span class="MsoHyperlink"><span style="font-family: Symbol; color: windowtext; text-decoration: none;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span></span><!--[endif]--><span style="font-family: Arial;"><a href="http://grail.cs.washington.edu/projects/digital-matting/image-matting/"><span style="color: windowtext; text-decoration: none;"><span style="">Y.-Y. Chuang, et al. <span style=""><u><span style="color: blue;">Video Matting of Complex Scenes</span></u></span>. SIGGRAPH 2002. </span></span></a><span class="MsoHyperlink"><span style="color: windowtext; text-decoration: none;"><o:p></o:p></span></span></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><!--[if !supportLists]--><span class="MsoHyperlink"><span style="font-family: Symbol; color: windowtext; text-decoration: none;"><span style=""><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span></span><!--[endif]--><span style="font-family: Arial;">J. Wang and M. Cohen. <a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/JueWang_Matting.pdf">An iterative optimization approach for unified image segmentation and matting</a>. ICCV 2005 <span class="MsoHyperlink"><span style="color: windowtext; text-decoration: none;"><o:p></o:p></span></span></span></p> <h3><span style="font-family: Arial;">Lecture 8. Large Photo Collections (March 23)<o:p></o:p></span></h3> <p class="MsoNormal"><b><span style="font-family: Arial;">Presentations</span></b><span style="font-family: Arial;"><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span style="font-family: Arial;">L</span><span style="font-family: Arial;">evin, D. <span class="SpellE">Lischinski</span>, and Y. Weiss. <b style=""><a href="http://www.wisdom.weizmann.ac.il/%7Elevina/papers/Matting-Levin-Lischinski-Weiss-PAMI.pdf">A Closed form Solution to&nbsp;Natural Image Matting</a></b>. PAMI 2008. <b style="">Assigned to</b> </span>Nikhil Mhatre and Kaushik Kaul</p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span style="font-family: Arial;">Z</span><span class="SpellE"><span class="GramE"><span style="font-family: Arial;">eng</span></span></span><span class="GramE"><span style="font-family: Arial;"> et al. <b><a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/parse2paint.pdf">From Image Parsing to Painterly Rendering</a></b>, TOG 2009.</span></span><span style="font-family: Arial;"> <b>Assigned to </b></span> Neerja Pancholi and Pei-Lun Hsieh<o:p></o:p></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><br> </p> <p class="MsoNormal"><b><span style="font-family: Arial;">Readings</span></b><span style="font-family: Arial;"><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span class="SpellE"><span style="font-family: Arial;">Hiroya</span></span><span style="font-family: Arial;"> Tanaka, <a href="http://www.photowalker.net/"><span class="SpellE">PhotoWalker</span></a> <o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span class="GramE"><span style="font-family: Arial;">Michael <span class="SpellE">Goesele</span>, et al. <a href="http://grail.cs.washington.edu/projects/mvscpc/">Multi-View Stereo for Community Photo Collections</a>.</span></span><span style="font-family: Arial;"> ICCV 2007 <o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span class="SpellE"><span style="font-family: Arial;">Torralba</span></span><span style="font-family: Arial;">, et al. <a href="http://people.csail.mit.edu/torralba/tinyimages/">80 Million Tiny Images: a large dataset for non-<span class="SpellE">parameteric</span> object and scene recognition</a>. <o:p></o:p></span></p> <h3><span style="font-family: Arial;">Lecture 9. Image <span class="SpellE">Editting (March 30)</span><o:p></o:p></span></h3> <p class="MsoNormal"><b><span style="font-family: Arial;">Presentations</span></b><span style="font-family: Arial;"><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span class="SpellE"><span style="font-family: Arial;">Shai</span></span><span style="font-family: Arial;"> <span class="SpellE">Avidan</span> and Ariel Shamir. <b><a href="http://www.seamcarving.com/">Seam Carving</a></b>. SIGGRAPH 2007. <b>Assigned to </b></span><o:p></o:p> Katherine Scott and Chun-Kang Chen</p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span style="font-family: Arial;">P. Perez. <b><a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/pie2003.pdf"><span class="SpellE"><span class="GramE">Possion</span></span><span class="GramE"> Image Editing</span></a></b><span class="GramE">, SIGGRAPH 2003.</span> <b>Assigned to </b><o:p></o:p></span>Austin Reiter and Joshua Cataldo</p> <p class="MsoNormal"><b><span style="font-family: Arial;">Readings</span></b><span style="font-family: Arial;"><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span style="font-family: Arial;">A. <span class="SpellE">Hertzman</span> et al. <a href="http://www.mrl.nyu.edu/projects/image-analogies/">Image Analogies</a>, SIGGRAPH 2001. </span><o:p></o:p></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span class="GramE"><span style="font-family: Arial;">Liu et al. <a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/siggraph09_preprint.pdf">Content-Preserving Warps for 3D Video Stabilization</a>, <span class="SpellE">Siggraph</span> 2009.</span></span><span style="font-family: Arial;"> </span><o:p></o:p></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span class="GramE"><span style="font-family: Arial;">Antonio <span class="SpellE">Criminisi</span>, et al. <a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/Criminisi_cvpr2003.pdf">Object Removal by Exemplar-based <span class="SpellE">Inpainting</span></a>, CVPR 2003.</span></span><b><span style="font-family: Arial;"> </span></b><o:p></o:p></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span style="font-family: Arial;">Yu-<span class="SpellE">Shuen</span> Wang, et al. <a href="http://graphics.csie.ncku.edu.tw/Image_Resizing/">Optimized Scale-and-Stretch for Image Resizing</a>. SIGGRAPH Asia 2008. <o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span class="GramE"><span style="font-family: Arial;">Michael Rubinstein, et al. <a href="file:///Arik_shamir/SCweb/vidret/index.html">Improved Seam Carving for Video Retargeting</a>, SIGGRAPH 2008.</span></span><span style="font-family: Arial;"> <o:p></o:p></span></p> <h3><span style="font-family: Arial;">Lecture 10. Computational Photography for Faces (April 6)<o:p></o:p></span></h3> <p class="MsoNormal"><b><span style="font-family: Arial;">Presentations</span></b><span style="font-family: Arial;"><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span style="font-family: Arial;">V. <span class="SpellE">Blanz</span> and T. Vetter, <b><a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/blanz-vetter99.pdf">A <span class="SpellE">Morphable</span> Model for the Synthesis of 3D Faces</a></b>, SIGGRAPH 1999. <b>Assigned to </b></span><o:p></o:p> Zhiwei Wang and ziyi zhang</p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span style="font-family: Arial;">Nguyen et al. <b><a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/ibs_EG08_web.pdf">Image-based Shaving</a></b>. <span class="SpellE">Eurographics</span> 2008. <b>Assigned to </b></span><o:p></o:p>Shih-Hao Tsai and Yifu Zheng</p> <p class="MsoNormal"><b><span style="font-family: Arial;">Readings<br> </span></b></p> <p class="MsoNormal"><span style="font-family: Arial;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Dmitri <span class="SpellE">Bitouk</span>, et al. <b><a href="http://www1.cs.columbia.edu/CAVE/projects/face_replace/">Face Swapping: Automatic Face Replacement in Photographs</a></b>. SIGGRAPH 2008.</span><br> <b><span style="font-family: Arial;"></span></b><span style="font-family: Arial;"><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span class="GramE"><span style="font-family: Arial;">Viola and Jones, <a href="file:///www.vision.caltech.edu/html-files/EE148-2005-Spring/pprs/viola04ijcv.pdf%252520">Robust Real-time Face Detection</a>, IJCV 2004.</span></span><span style="font-family: Arial;"> <o:p></o:p></span></p> <h3><span style="font-family: Arial;">Lecture 11. Image Relighting (April 13)<o:p></o:p></span></h3> <p class="MsoNormal"><b><span style="font-family: Arial;">Presentations</span></b><span style="font-family: Arial;"><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span style="font-family: Arial;">N. Kumar, et al. <b><a href="http://www1.cs.columbia.edu/CAVE/projects/facesearch/"><span class="SpellE">FaceTracer</span>: A Search Engine for Large Collections of Images with Faces</a></b>. ECCV 2008. <b>Assigned to </b></span><o:p></o:p> Hang Li and Yi Zhang</p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span style="font-family: Arial;">Nishino and <span class="SpellE">Nayar</span>. <b><a href="http://www1.cs.columbia.edu/%7Ewild/projects/eyes_relight/"><span class="GramE">Eyes for Relighting</span></a></b><span class="GramE">, SIGGRAPH 2004.</span>&nbsp; <b>Assigned to </b></span><o:p></o:p> Pranay Prabhakar and Austin Reiter</p> <p class="MsoNormal"><b><span style="font-family: Arial;">Readings</span></b><span style="font-family: Arial;"><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span class="SpellE"><span class="GramE"><span style="font-family: Arial;">D</span></span></span><span class="SpellE"><span style="font-family: Arial;">ebevec</span></span><span style="font-family: Arial;"> et al. <b><a href="http://gl.ict.usc.edu/Research/LS5/">Performance Relighting and Reflectance Transformation with Time-Multiplexed Illumination</a></b>, SIGGRAPH 2005.&nbsp;<b></b></span><span class="GramE"><span style="font-family: Arial;"></span></span><span style="font-family: Arial;"> <o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span class="SpellE"><span style="font-family: Arial;">Lalonde</span></span><span style="font-family: Arial;"> et al. <a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/lalonde_iccv_09.pdf">Estimating Natural Illumination from a Single Outdoor Image</a>, ICCV2009. <o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span class="SpellE"><span style="font-family: Arial;">Debevec</span></span><span style="font-family: Arial;">. <a href="http://www.debevec.org/Research/IBL/">Rendering Synthetic Objects into Real Scenes: Bridging Traditional and Image-Based Graphics with Global Illumination and High Dynamic Range <span class="SpellE">Photography</span></a><span class="SpellE"><span class="GramE">,SIGGRAPH</span></span> 1998. <o:p></o:p></span></p> <h3><span style="font-family: Arial;">Lecture 12. Image Matching and Stitching (April 20) <o:p></o:p></span></h3> <p class="MsoNormal"><b><span style="font-family: Arial;">Presentations</span></b><span style="font-family: Arial;"><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span class="SpellE"><span class="GramE"><span style="font-family: Arial;">Hoiem</span></span></span><span class="GramE"><span style="font-family: Arial;"> et al. <b><a href="http://www.cs.uiuc.edu/homes/dhoiem/projects/popup/index.html">Automatic Photo Pop-up</a></b>, SIGGRAPH 2005.</span></span><span style="font-family: Arial;"> <b>Assigned to </b></span><o:p></o:p> Katherine Scott and Delia Wang</p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span style="font-family: Arial;">Y. Nomura, et al. <b><a href="http://www1.cs.columbia.edu/CAVE/projects/scene_collage/scene_collage.php">Scene Collages and Flexible Camera Arrays</a></b>. EGSR 2007. <b>Assigned to </b></span><o:p></o:p> Siddharth Patil and Pushkaraj Bhirud</p> <p class="MsoNormal"><b><span style="font-family: Arial;">Readings</span></b><span style="font-family: Arial;"><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span style="font-family: Arial;">M. <span class="SpellE">Fischler</span> et al. <a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/ransac.pdf">RANSAC</a>, Comm. of ACM, 1981. <br> </span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span class="SpellE"><span class="GramE"><span style="font-family: Arial;">Agarwala</span></span></span><span class="GramE"><span style="font-family: Arial;"> et al. <b><a href="http://grail.cs.washington.edu/projects/multipano/">Photographing Long Scenes with Multi-Viewpoint Panoramas</a></b>, 2006.</span></span><span style="font-family: Arial;"> </span><br> <span style="font-family: Arial;"><o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span style="font-family: Arial;">R</span><span class="GramE"><span style="font-family: Arial;">ussell et al. <b><a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/nips2009.pdf">Segmenting Scenes by Matching Image Composites</a></b>.</span></span><span style="font-family: Arial;"> NIPS 2009.<b></b></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span style="font-family: Arial;">R. <span class="SpellE">Szeliski</span>, <a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/szeliski.pdf">Image Alignment and Stitching: A Tutorial</a>. <o:p></o:p></span></p> <p class="MsoNormal" style="margin-left: 0.5in; text-indent: -0.25in; line-height: 200%;"><span style="font-family: Arial;">D. Lowe, <a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/sift.pdf">Object Recognition from Local Scale-Invariant Features</a>, ICCV 1999. <o:p></o:p></span></p> <h3><span style="font-family: Arial;">Lecture 13. (<span style="color: red;">In-class Presentations for Final Projects</span>) (April 27)<o:p></o:p></span></h3> <h3><span class="MsoHyperlink"><span style="font-family: Arial; color: windowtext;"><o:p><span style="text-decoration: none;">&nbsp;</span></o:p></span></span></h3> <p class="MsoNormal" style="text-align: center;" align="center"><span style="font-family: Arial;"><a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/sift.pdf"><span style="color: windowtext; text-decoration: none;"><span style=""><span style=""></span><u><span style="color: blue;"><span style="">&nbsp;</span></span></u></span></span></a></span><span class="MsoHyperlink"><span style="color: windowtext; text-decoration: none;"><o:p></o:p></span></span></p> <p class="MsoNormal" style="text-align: center;" align="center"><span class="MsoHyperlink"><span style="font-family: Arial; color: windowtext; text-decoration: none;"><a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/sift.pdf"><span style=""></span><span style="">&nbsp;</span><span style="color: windowtext; text-decoration: none;"><o:p></o:p></span></a></span></span></p> <div class="MsoNormal" style="text-align: center;" align="center"><span style="font-family: Arial;"><a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/sift.pdf"><span style="color: windowtext; text-decoration: none;"> <hr size="2" width="100%" align="center"></span></a></span></div> <p class="MsoNormal" style="text-align: center;" align="center"><a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/sift.pdf"><span style="color: windowtext; text-decoration: none;"><o:p>&nbsp;</o:p></span></a></p> <p class="MsoNormal" style="text-align: center;" align="center"><a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/sift.pdf"><span style="color: windowtext; text-decoration: none;"><o:p>&nbsp;</o:p></span></a></p> <p class="MsoNormal"><span style="font-family: Arial;"><a href="http://www.cs.columbia.edu/%7Ebelhumeur/courses/compPhoto/sift.pdf"><span style="color: windowtext; text-decoration: none;">Last Modified: </span></a></span></p> </div> </body> </html>