Computational Photography

Name: Computational Photography
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Author: Georgia Institute of Technology

课程

英语

来源

来自www.udacity.com

状况

自定进度
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16 序列
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课程详情

教学大纲

Please refer to the [course schedule](https://docs.google.com/spreadsheet/pub?key=0AqyqgGWSjCbpdFFqWXJiZ01vNW15UXlwaUtTZE84MWc&output=html) for detailed syllabus set to a suggested timeline for Spring 2015, along with assignment due dates and additional materials.Here is a brief outline of the topics covered:

Module 1 - Introduction

- Introduction- What is Computational Photography- Dual Photography- Panorama- Why Study Computational Photography

Module 2 - Digital Imaging

- What is a Digital Image- Point Processes- Smoothing- Blending Modes- Convolution and Cross-Correlation- Gradients- Edges

Module 3 - Cameras

- Cameras- Lenses- Exposure- Sensor

Module 4 - Comp Vision to Comp Photo

- Fourier Transform- Blending- Pyramids- Cuts- Features

Module 5 - Applications

- Panorama- HDR- Time Lapse- Procam Systems- Mosaics

Module 6 - Light Field

- Lightfield- Lightfield Camera

Module 7 - Blur / De-Blur

- Lucy-Richardon Blur- Flutter Shutter

Module 8 - Video

- Video- Video Textures- Video Stabilization

Module 9 - Closing Thoughts

---Further resources:- [Spring 2015 course website](https://www.udacity.com/admin/tools/content-editor#!/c-ud955): Course information, assignments, academic policies, grading scheme.- [Piazza forum](https://piazza.com/class/i4fj9alolja61a): Discussions, announcements, clarifications.- [T-Square site](https://t-square.gatech.edu/portal/site/gtc-cd36-2625-55b0-b0e6-d1c0d4eb36af): Assignment submissions.

先决条件

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讲师

Irfan Essa - Irfan Essa is a Professor in the School of Interactive Computing (iC) and Associate Dean in the College of Computing (CoC), at the Georgia Institute of Technology (GA Tech), in Atlanta, Georgia, USA. Professor Essa works in the areas of Computer Vision, Computer Graphics, Computational Perception, Robotics and Computer Animation, Machine Learning, and Social Computing, with potential impact on Video Analysis and Production (e.g., Computational Photography & Video, Image-based Modeling and Rendering, etc.) Human Computer Interaction, Artificial Intelligence, Computational Behavioral/Social Sciences, and Computational Journalism research. He has published over 150 scholarly articles in leading journals and conference venues on these topics and several of his papers have also won best paper awards. He has been awarded the NSF CAREER and was elected to the grade of IEEE Fellow. He has held extended research consulting positions with Disney Research and Google Research and also was an Adjunct Faculty Member at Carnegie Mellon’s Robotics Institute. He joined GA Tech Faculty in 1996 after his earning his MS (1990), Ph.D. (1994), and holding research faculty position at the MIT Media Lab (1988-1996).

编辑

佐治亚理工学院（Georgia Institute of Technology），又称佐治亚理工学院或 GT，是一所位于美国佐治亚州亚特兰大市的男女同校公立研究型大学。它是佐治亚大学系统网络的一部分。佐治亚理工学院在萨凡纳（美国佐治亚州）、梅斯（法国）、阿斯隆（爱尔兰）、上海（中国）和新加坡设有办事处。

佐治亚理工学院的工程和计算机科学课程在世界上名列前茅5,6 ，声誉卓著。此外，佐治亚理工学院还开设了科学、建筑、人文和管理课程。

平台

Udacity est une entreprise fondé par Sebastian Thrun, David Stavens, et Mike Sokolsky offrant cours en ligne ouvert et massif.

Selon Thrun, l'origine du nom Udacity vient de la volonté de l'entreprise d'être "audacieux pour vous, l'étudiant ". Bien que Udacity se concentrait à l'origine sur une offre de cours universitaires, la plateforme se concentre désormais plus sur de formations destinés aux professionnels.