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Motion Synthesis By Example

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Motion Synthesis By Example

A Tutorial in 3 and 3/2 parts

Michael Gleicher

Dept of Computer Sciences

University of Wisconsin - Madison

(2)

Thanks

The students/collaborators who did the work

Lucas Kovar, Rachel Heck, Mankyu Sung, …

The rest of our group

The people who gave us data and challenges

House of Moves / Vicon (Taylor Wilson), EA, Demian Gordon, Rockstar Vienna, (and a whole lot of others)

The people who supported us financially

Original research supported by NSF, UW Grad School

For inviting me

You – for listening

(3)

Motion Synthesis By Example

A Tutorial in 3 and 3/2 parts

Michael Gleicher

Dept of Computer Sciences

University of Wisconsin - Madison

(4)

Madison, Wisconsin

(5)

Kinds of Stuff I Do?

Analysis of Proteins

Scientific Data Display

Motion Synthesis for Characters

Video Quality Improvement

Image and Video Retargeting

Multimedia Database Information Extraction

(6)

How can we use our understanding of

human perception and artistic traditions

to improve our tools for communicating

and data understanding?

(7)

Kinds of Stuff I Do?

Analysis of Proteins

Scientific Data Display

Motion Synthesis for Characters

Video Quality Improvement

Image and Video Retargeting

Multimedia Database Information Extraction

(8)

Motion Synthesis

How do we create the movements for animated characters?

(9)

Where is this going?

Example video from Heck&Gleicher ‘07

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What did you just see?

• Interactively controllable character

• Stream of high-quality motion

• Continuous control (not discrete choices)

• How did it do it?

Dynamically assemble motions by putting together pre-recorded clips (lots of them)

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Motion Synthesis by Example

• One Strategy for creating motion

• Dominant in practice

For some applications

• Widespread in research

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But this is a

Summer School on Graphs in Computer Graphics, Image and Signal Analysis

What does this have to do with

Graphs?

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(15)

It’s the 10

th

anniversary of the Motion Graph!

For me at least …

(16)

Graphs in Synthesis-By-Example

• Important approach

• Common in research (since about 2002)

• Common in practice (since mid-1990s)

• Simplistic from the “Graph” point of view

• Becoming passé in research

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Agenda

3 and 3/2 lectures

1. Introduction: Synthesis-By-Example 2. Motion Graphs

3. Parametric Graphs & Open Questions

• Exercises – 3 short foundation topics

Representation/Rotations Blending

Emerging Alternatives

Talk about Other stuff I do

Referencer

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