Signal and Image Processing with Generative Models

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Signal and Image Processing with Generative Models

• Patrick Wolfe Todd Zickler
• DEAS, Harvard University

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General Framework
Source
System
Raw Signal
Source Model
System Model
Enhanced Signal
Inference Engine
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General Framework
Source Model
System Model
Inference Engine
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Zickler Research
Appearance Capture
Vision Beyond Lambert
vision
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Modeling Visual Phenomena
Example 1 Helmholtz Stereopsis
Helmholtz 1925
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Modeling Visual Phenomena
Example 1 Helmholtz Stereopsis
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Modeling Visual Phenomena
Example 2 SUV Color Space
Shafer, 1985
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Modeling Visual Phenomena
Example 2 SUV Color Space
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General Framework
Source Model
System Model
Inference Engine
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Wolfe Research