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<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">

<html>

<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>Novel View Synthesis: From Depth-Based Warping to Multi-Plane Images and Beyond</title>
<meta name="author" content="Orazio Gallo">
<meta name="keywords" content="deep learning, tutorial, novel view synthesis, Multi-Plane imaging, ">
<link rel="stylesheet" href="style.css">
<link rel="stylesheet" type="text/css" href="//fonts.googleapis.com/css?family=Open+Sans" />
</head>



<body>

<div align="center">

<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>Novel View Synthesis: From Depth-Based Warping to Multi-Plane Images and Beyond</title>
<meta name="author" content="Orazio Gallo">
<meta name="keywords" content="deep learning, tutorial, novel view synthesis, Multi-Plane imaging, ">
<link rel="stylesheet" href="style.css">
<link rel="stylesheet" type="text/css" href="//fonts.googleapis.com/css?family=Open+Sans" />
</head>



<body>

<div class="titlesection">
<h2>CVPR 2020 Tutorial on</h2>
<h1>Novel View Synthesis: From Depth-Based Warping to Multi-Plane Images and Beyond</h1>
<video loop="" autoplay="" muted="" height="167" ">
<source src="imgs/jump.mp4" type="video/mp4">
</video>
<div align="center">

<div class="titlesection">
<h2>CVPR 2020 Tutorial on</h2>
<h1>Novel View Synthesis: From Depth-Based Warping to Multi-Plane Images and Beyond</h1>
<video loop="" autoplay="" muted="" height="167" ">
<source src="https://storage.googleapis.com/nerf_data/website_renders/orchid.mp4" type="video/mp4">
<source src="imgs/jump.mp4" type="video/mp4">
</video>
<img src="imgs/synsin.gif" height="167">
<video loop="" autoplay="" muted="" height="167" ">
<source src="imgs/evs.mp4" type="video/mp4">
</video>
<video loop="" autoplay="" muted="" height="167" ">
<source src="https://storage.googleapis.com/nerf_data/website_renders/orchid.mp4" type="video/mp4">
</video>
<img src="imgs/synsin.gif" height="167">
<video loop="" autoplay="" muted="" height="167" ">
<source src="imgs/evs.mp4" type="video/mp4">
</video>
</div>

<div class="textsection">
Novel view synthesis is a long-standing problem at the intersection of computer graphics and computer vision.
Seminal work in this field dates back to the 1990s, with early methods proposing to interpolate either between corresponding pixels from the input images, or between rays in space.
Recent deep learning methods enabled tremendous improvements to the quality of the results, and brought renewed popularity to the field.
The teaser above shows novel view synthesis from different recent methods. <i>From left to right: Yoon et al. [1], Mildenhall et al. [2], Wiles et al. [3], and Choi et al. [4]. Images and videos courtesy of the respective authors.</i>
</div>

<div class="titlesection">
<h3 style="color:red"> >>> <a href="https://youtu.be/OEUHalxanuc?t=165", target="_blank">If you missed it, you can watch the full replay here</a> <<<</h3>
</div>

<div class="textsection">
Novel view synthesis is a long-standing problem at the intersection of computer graphics and computer vision.
Seminal work in this field dates back to the 1990s, with early methods proposing to interpolate either between corresponding pixels from the input images, or between rays in space.
Recent deep learning methods enabled tremendous improvements to the quality of the results, and brought renewed popularity to the field.
The teaser above shows novel view synthesis from different recent methods. <i>From left to right: Yoon et al. [1], Mildenhall et al. [2], Wiles et al. [3], and Choi et al. [4]. Images and videos courtesy of the respective authors.</i>
</div>

<div class="titlesection">
We would like to thank again our speakers for the great talks, which made this tutorial really great.
<h3 style="color:red"> >>> <a href="https://youtu.be/OEUHalxanuc?t=165", target="_blank">If you missed it, you can watch the full replay here</a>. <<<</h3>
You can also click on the links in the table below to go to specific talks.
We will share the slides from the talks soon.
</div>

<div class="textsection">
<h3>Goal of the Tutorial</h3>
In this tutorial we will first introduce the problem, including offering context and a taxonomy of the different methods. We will then have talks by the researchers behind the most recent approaches in the field.
Expand All @@ -55,25 +57,26 @@ <h3>Goal of the Tutorial</h3>
<div class="textsection">
<h3>Date and Location</h3>
<div align="center">
The tutorial took place on June 14th, 2020 within CVPR 2020.
The tutorial took place on June 14th, 2020 within CVPR 2020.</br>
Contact us <a href="mailto:[email protected]">here</a>.
</div>
</div>

<h3>Organizers</h3>
<div id="container_organizers">
<div class="box">
<img class="circularImage" src="imgs/orazio_s.jpeg" border="1" width="150" alt="Orazio's pic"></br>
Orazio Gallo <a href="https://twitter.com/0razio?ref_src=twsrc%5Etfw"><img src="imgs/twitter.jpeg" height="19"></a></br>
<a href="http://alumni.soe.ucsc.edu/~orazio/", target="_blank">Orazio Gallo</a> <a href="https://twitter.com/0razio?ref_src=twsrc%5Etfw"><img src="imgs/twitter.jpeg" height="19"></a></br>
NVIDIA
</div>
<div class="box">
<img class="circularImage" src="imgs/alejandro_s.jpeg" border="1" width="150" alt="Alejandro's pic"></br>
<a href="https://research.nvidia.com/person/alejandro-troccoli">Alejandro Troccoli</a></br>
<a href="https://research.nvidia.com/person/alejandro-troccoli", target="_blank">Alejandro Troccoli</a></br>
NVIDIA
</div>
<div class="box">
<img class="circularImage" src="imgs/varun_s.jpeg" border="1" width="150" alt="Varun's pic"></br>
<a href="https://varunjampani.github.io">Varun Jampani</a></br>
<a href="https://varunjampani.github.io", target="_blank">Varun Jampani</a></br>
Google
</div>
<span class="stretch"></span>
Expand All @@ -83,13 +86,13 @@ <h3>Invited Speakers</h3>
<div id="container_speakers">
<div class="box">
<img class="circularImage" src="imgs/rick_s.jpg" border="1" width="150" alt="Rick's pic"></br>
<a href="http://szeliski.org/RichardSzeliski.htm">Rick Szeliski</a></br>
<a href="http://szeliski.org/RichardSzeliski.htm", target="_blank">Rick Szeliski</a></br>
Facebook
</div>

<div class="box">
<img class="circularImage" src="imgs/pratul_s.jpg" border="1" width="150" alt="Pratul's pic"></br>
<a href="https://people.eecs.berkeley.edu/~pratul/">Pratul Srinivasan</a></br>
<a href="https://people.eecs.berkeley.edu/~pratul/", target="_blank">Pratul Srinivasan</a></br>
UC Berkeley
</div>

Expand All @@ -101,7 +104,7 @@ <h3>Invited Speakers</h3>

<div class="box">
<img class="circularImage" src="imgs/olivia_s.jpg" border="1" width="150" alt="Olivia's pic"></br>
<a href="http://www.robots.ox.ac.uk/~ow/">Olivia Wiles</a></br>
<a href="http://www.robots.ox.ac.uk/~ow/", target="_blank">Olivia Wiles</a></br>
University of Oxford
</div>

Expand All @@ -111,19 +114,19 @@ <h3>Invited Speakers</h3>
<div id="container_speakers_3">
<div class="box">
<img class="circularImage" src="imgs/jaeshin_s.jpg" border="1" width="150" alt="Jae Shin's pic"></br>
<a href="https://www-users.cs.umn.edu/~jsyoon/">Jae Shin Yoon</a></br>
<a href="https://www-users.cs.umn.edu/~jsyoon/", target="_blank">Jae Shin Yoon</a></br>
UMN
</div>

<div class="box">
<img class="circularImage" src="imgs/gaurav_s.jpg" border="1" width="150" alt="Gaurav's pic"></br>
<a href="https://gchauras.github.io/research/">Gaurav Chaurasia</a></br>
<a href="https://gchauras.github.io/research/", target="_blank">Gaurav Chaurasia</a></br>
Oculus
</div>

<div class="box">
<img class="circularImage" src="imgs/nima_s.jpg" border="1" width="150" alt="Nima's pic"></br>
<a href="http://faculty.cs.tamu.edu/nimak/">Nima Kalantari</a></br>
<a href="http://faculty.cs.tamu.edu/nimak/", target="_blank">Nima Kalantari</a></br>
Texas A&M
</div>
<span class="stretch"></span>
Expand All @@ -145,26 +148,29 @@ <h2>Program with Link to the Videos of the Talks</h2>
<tr>
<td bgcolor="#DDDDDD">9:20 - 9:50</td>
<td>
Novel View Synthesis: A Gentle Introduction
<a href="https://youtu.be/OEUHalxanuc?t=374">[Video]</a>
Novel View Synthesis: A Gentle Introduction</br>
<a href="https://youtu.be/OEUHalxanuc?t=374", target="_blank">[Video]</a>
<span style="color:silver">[Slides]</span>
</td>
<td>Orazio</td>
</tr>

<tr>
<td bgcolor="#DDDDDD">9:50 - 10:20</td>
<td>
Reflections on Image-Based Rendering
<a href="https://youtu.be/OEUHalxanuc?t=1823">[Video]</a>
Reflections on Image-Based Rendering</br>
<a href="https://youtu.be/OEUHalxanuc?t=1823", target="_blank">[Video]</a>
<a href="https://drive.google.com/file/d/1WiNAlxnX4Nnl4svK5ZFgMxf_WW76_jL4/view?usp=sharing", target="_blank">[Slides (pdf)]</a>
</td>
<td>Rick</td>
</tr>

<tr>
<td bgcolor="#DDDDDD">10:20 - 10:50</td>
<td>
SynSin: Single Image View Synthesis
<a href="https://youtu.be/OEUHalxanuc?t=4081">[Video]</a>
SynSin: Single Image View Synthesis</br>
<a href="https://youtu.be/OEUHalxanuc?t=4081", target="_blank">[Video]</a>
<a href="https://drive.google.com/file/d/1v0JYy4HV8cfWv96404C5UBMw3_oUtViG/view?usp=sharing", target="_blank">[Slides (pdf)]</a>
</td>
<td>Olivia</td>
</tr>
Expand All @@ -178,17 +184,20 @@ <h2>Program with Link to the Videos of the Talks</h2>
<tr>
<td bgcolor="#DDDDDD">11:00 - 11:30</td>
<td>
View synthesis with Multiplane Images
<a href="https://youtu.be/OEUHalxanuc?t=6106">[Video]</a>
View synthesis with Multiplane Images</br>
<a href="https://youtu.be/OEUHalxanuc?t=6106", target="_blank">[Video]</a>
<span style="color:silver">[Slides]</span>
<!-- <a href="about:blank", target="_blank">[Slides]</a> -->
</td>
<td>Richard</td>
</tr>

<tr>
<td bgcolor="#DDDDDD">11:30 - 12:00</td>
<td>
View Synthesis and Immersive Mixed Reality for VR devices
<a href="https://youtu.be/OEUHalxanuc?t=8134">[Video]</a>
View Synthesis and Immersive Mixed Reality for VR devices</br>
<a href="https://youtu.be/OEUHalxanuc?t=8134", target="_blank">[Video]</a>
<a href="https://drive.google.com/file/d/1PgAWO3lCAFNd_BNHFmpvOZZwaK06M6_8/view?usp=sharing", target="_blank">[Slides (pptx)]</a>
</td>
<td>Gaurav</td>
</tr>
Expand All @@ -203,26 +212,30 @@ <h2>Program with Link to the Videos of the Talks</h2>
<tr>
<td bgcolor="#DDDDDD">12:45 - 13:15</td>
<td>
View and Frame Interpolation for Consumer Light Field Cameras
<a href="https://youtu.be/OEUHalxanuc?t=12570">[Video]</a>
View and Frame Interpolation for Consumer Light Field Cameras</br>
<a href="https://youtu.be/OEUHalxanuc?t=12570", target="_blank">[Video]</a>
<a href="https://drive.google.com/file/d/1p2TG2zCxtS5JRRwsaLgO8pE9XahbjNEa/view?usp=sharing", target="_blank">[Slides (pptx)]</a>
</td>
<td>Nima</td>
</tr>

<tr>
<td bgcolor="#DDDDDD">13:15 - 13:45</td>
<td>
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
<a href="https://youtu.be/OEUHalxanuc?t=14308">[Video]</a>
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis</br>
<a href="https://youtu.be/OEUHalxanuc?t=14308", target="_blank">[Video]</a>
<a href="https://drive.google.com/file/d/1dR9FLJekvOrY_Mg7-00c3O72A0x2ai_i/view?usp=sharing", target="_blank">[Slides (pdf)]</a>
<a href="https://drive.google.com/file/d/1-jUmmVWdBHm9gKS9QZa096IIgs1ngGNQ/view?usp=sharing", target="_blank">[Slides (key)]</a>
</td>
<td>Pratul</td>
</tr>

<tr>
<td bgcolor="#DDDDDD">13:45 - 14:15</td>
<td>
Novel View Synthesis from Dynamic Scenes
<a href="https://youtu.be/OEUHalxanuc?t=16154">[Video]</a>
Novel View Synthesis from Dynamic Scenes</br>
<a href="https://youtu.be/OEUHalxanuc?t=16154", target="_blank">[Video]</a>
<a href="https://drive.google.com/file/d/1hZZUh5geAWmy_BLtljh9UvMmwchOvuB1/view?usp=sharing", target="_blank">[Slides (pdf)]</a>
</td>
<td>Jae Shin</td>
</tr>
Expand All @@ -235,8 +248,8 @@ <h2>Program with Link to the Videos of the Talks</h2>

<tr>
<td bgcolor="#DDDDDD">14:30 - 15:30</td>
<td>Round Table Discussion With the Invited Speakers
<a href="https://youtu.be/OEUHalxanuc?t=18715">[Video]</a>
<td>Round Table Discussion With the Invited Speakers</br>
<a href="https://youtu.be/OEUHalxanuc?t=18715", target="_blank">[Video]</a>
</td>
<td></td>
</tr>
Expand All @@ -247,9 +260,6 @@ <h2>Program with Link to the Videos of the Talks</h2>
</div>
</div>

<div align="center">
<a href="mailto:[email protected]">Contact Us</a>
</div>
<div class="textsection">


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