Computational Photography

Name: Computational Photography
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Author: Georgia Institute of Technology

Cours

Anglais

Source

Sur www.udacity.com

Conditions

À son rythme
Accès libre

Plus d'informations

16 séquences
Niveau Introductif

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Détails du cours

Déroulé

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.

Prérequis

Aucun.

Intervenants

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).

Éditeur

Le Georgia Institute of Technology, connu aussi sous le nom de Georgia Tech ou GT, est une université de recherche mixte publique, et située à Atlanta (Géorgie), aux États-Unis. Elle fait partie du réseau plus large du Système universitaire de Géorgie (en anglais, University System of Georgia). Georgia Tech possède des antennes à Savannah (Géorgie, États-Unis), Metz (France), Athlone (Irlande), Shanghai (Chine), et Singapour.

Georgia Tech a acquis sa réputation grâce à ses programmes d'ingénierie et d'informatique, ceux-ci figurant parmi les meilleurs du monde5,6. L'offre de formation est complétée par des programmes dans les domaines des sciences, de l'architecture, des sciences humaines et du management.

Plateforme

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.