CS 1950-G Computational Photography Instructor: James Hays HTA: Patrick Doran UTA: Alex Collins.

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Presentation transcript:

CS 1950-G Computational Photography Instructor: James Hays HTA: Patrick Doran UTA: Alex Collins

Today 1) Introductions 2) Syllabus 3) Why Computational Photography?

A bit about me James Hays Assistant Professor in Computer Science Recent grad from CMU and recent postdoc at MIT Research Graphics and vision, especially scene understanding and image manipulation driven by "Internet-scale“ data

Thesis: Large Scale Scene Matching for Graphics and Vision

My Research An Empirical Study of Context in Object Detection

A Brief History of Visual Media Why Computational Photography?

Depicting Our World: The Beginning Prehistoric Painting, Lascaux Cave, France ~ 13, ,000 B.C.

The Empress Theodora with her court. Ravenna, St. Vitale 6th c. Depicting Our World: Middle Ages

Nuns in Procession. French ms. ca Depicting Our World: Middle Ages

Depicting Our World: Renaissance East Doors (1452) North Doors (1424) Lorenzo Ghiberti ( )

Depicting Our World: Renaissance Piero della Francesca, The Flagellation (c.1469)

Depicting Our World: Toward Perfection Jan van Eyck, The Arnolfini Marriage (c.1434)

Depicting Our World: Toward Perfection Lens Based Camera Obscura, 1568

Depicting Our World: Perfection! Still Life, Louis Daguerre, 1837

‘Still photographs are the most powerful weapon in the world.” Eddie Adams, Pulitzer Prize winning photographer.

Depicting Our World: Ongoing Quest Pablo Picasso David Hockney

Enter Computer Graphics...

Traditional Computer Graphics 3D geometry physics Simulation projection

State of the Art (10 years ago) Amazingly real But so sterile, lifeless, futuristic (why?)

The richness of our everyday world Photo by Svetlana Lazebnik

People From “Final Fantasy” On the Tube, London

Faces / Hair Photo by Joaquin Rosales Gomez From “Final Fantasy”

Creating Realistic Imagery + great creative possibilities + easy to manipulate objects/viewpoint -Tremendous expertise and work for realism + instantly realistic + easy to aquire - very hard to manipulate objects/viewpoint Computer GraphicsPhotography Computational Photography Realism Manipulation Ease of capture

Building Rome in a Day Sameer Agarwal, University of Washington Yasutaka Furukawa, University of Washington Noah Snavely, Cornell University Ian Simon, University of Washington Steve Seitz, University of Washington Richard Szeliski, Microsoft Research

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