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Image Formation II Chapter 1 (Forsyth&Ponce) Guido Gerig CS 6320 Spring 2013 Acknowledgements: Slides used/modified from Prof. Trevor Darrell ([email protected]) (http://www.eecs.berkeley.edu/~trevor/CS280.html)
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Image Formation II Chapter 1 (Forsyth&Ponce) 1 (Forsyth&Ponce) Guido Gerig CS 6320 Spring 2013 Acknowledgements: • Slides used/modified from Prof. Trevor Darrell ([email protected])

Apr 20, 2018

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Page 1: Image Formation II Chapter 1 (Forsyth&Ponce) 1 (Forsyth&Ponce) Guido Gerig CS 6320 Spring 2013 Acknowledgements: • Slides used/modified from Prof. Trevor Darrell (trevor@eecs.berkeley.edu)

Image Formation II Chapter 1 (Forsyth&Ponce)

Guido Gerig

CS 6320 Spring 2013

Acknowledgements:

• Slides used/modified from Prof. Trevor Darrell

([email protected])

(http://www.eecs.berkeley.edu/~trevor/CS280.html)

Page 2: Image Formation II Chapter 1 (Forsyth&Ponce) 1 (Forsyth&Ponce) Guido Gerig CS 6320 Spring 2013 Acknowledgements: • Slides used/modified from Prof. Trevor Darrell (trevor@eecs.berkeley.edu)

Recall, perspective effects…

• Far away objects appear smaller

Forsyth and Ponce

Page 3: Image Formation II Chapter 1 (Forsyth&Ponce) 1 (Forsyth&Ponce) Guido Gerig CS 6320 Spring 2013 Acknowledgements: • Slides used/modified from Prof. Trevor Darrell (trevor@eecs.berkeley.edu)

Perspective effects

Page 4: Image Formation II Chapter 1 (Forsyth&Ponce) 1 (Forsyth&Ponce) Guido Gerig CS 6320 Spring 2013 Acknowledgements: • Slides used/modified from Prof. Trevor Darrell (trevor@eecs.berkeley.edu)

Perspective effects

Page 5: Image Formation II Chapter 1 (Forsyth&Ponce) 1 (Forsyth&Ponce) Guido Gerig CS 6320 Spring 2013 Acknowledgements: • Slides used/modified from Prof. Trevor Darrell (trevor@eecs.berkeley.edu)

Perspective effects

• Parallel lines in the scene intersect

in the image

• Converge in image on horizon line

Image

plane

(virtual)

Scene

pinhole

Page 6: Image Formation II Chapter 1 (Forsyth&Ponce) 1 (Forsyth&Ponce) Guido Gerig CS 6320 Spring 2013 Acknowledgements: • Slides used/modified from Prof. Trevor Darrell (trevor@eecs.berkeley.edu)

Projection properties

• Many-to-one: any points along same ray map to same point in image

• Points ? – points

• Lines ? – lines (collinearity preserved)

• Distances and angles are / are not ? preserved – are not

• Degenerate cases: – Line through focal point projects to a point.

– Plane through focal point projects to line

– Plane perpendicular to image plane projects to part of the image.

Page 7: Image Formation II Chapter 1 (Forsyth&Ponce) 1 (Forsyth&Ponce) Guido Gerig CS 6320 Spring 2013 Acknowledgements: • Slides used/modified from Prof. Trevor Darrell (trevor@eecs.berkeley.edu)

Weak perspective

• Approximation: treat magnification

as constant

• Assumes scene depth << average distance to camera

World

points

:

Image

plane

Page 8: Image Formation II Chapter 1 (Forsyth&Ponce) 1 (Forsyth&Ponce) Guido Gerig CS 6320 Spring 2013 Acknowledgements: • Slides used/modified from Prof. Trevor Darrell (trevor@eecs.berkeley.edu)

Orthographic projection

• Given camera at constant distance

from scene

• World points projected along rays parallel to optical access

Page 9: Image Formation II Chapter 1 (Forsyth&Ponce) 1 (Forsyth&Ponce) Guido Gerig CS 6320 Spring 2013 Acknowledgements: • Slides used/modified from Prof. Trevor Darrell (trevor@eecs.berkeley.edu)
Page 10: Image Formation II Chapter 1 (Forsyth&Ponce) 1 (Forsyth&Ponce) Guido Gerig CS 6320 Spring 2013 Acknowledgements: • Slides used/modified from Prof. Trevor Darrell (trevor@eecs.berkeley.edu)
Page 11: Image Formation II Chapter 1 (Forsyth&Ponce) 1 (Forsyth&Ponce) Guido Gerig CS 6320 Spring 2013 Acknowledgements: • Slides used/modified from Prof. Trevor Darrell (trevor@eecs.berkeley.edu)

2D

Page 12: Image Formation II Chapter 1 (Forsyth&Ponce) 1 (Forsyth&Ponce) Guido Gerig CS 6320 Spring 2013 Acknowledgements: • Slides used/modified from Prof. Trevor Darrell (trevor@eecs.berkeley.edu)

3D

Page 13: Image Formation II Chapter 1 (Forsyth&Ponce) 1 (Forsyth&Ponce) Guido Gerig CS 6320 Spring 2013 Acknowledgements: • Slides used/modified from Prof. Trevor Darrell (trevor@eecs.berkeley.edu)

Other types of projection

• Lots of intriguing variants…

• (I’ll just mention a few fun ones)

S. Seitz

Page 14: Image Formation II Chapter 1 (Forsyth&Ponce) 1 (Forsyth&Ponce) Guido Gerig CS 6320 Spring 2013 Acknowledgements: • Slides used/modified from Prof. Trevor Darrell (trevor@eecs.berkeley.edu)

360 degree field of view…

• Basic approach – Take a photo of a parabolic mirror with an orthographic lens

(Nayar) – Or buy one a lens from a variety of omnicam manufacturers…

• See http://www.cis.upenn.edu/~kostas/omni.html

S. Seitz

Page 16: Image Formation II Chapter 1 (Forsyth&Ponce) 1 (Forsyth&Ponce) Guido Gerig CS 6320 Spring 2013 Acknowledgements: • Slides used/modified from Prof. Trevor Darrell (trevor@eecs.berkeley.edu)

tilt, shift

http://en.wikipedia.org/wiki/Tilt-shift_photography

wikipedia http://www.luminous-landscape.com/tutorials/focusing-

ts.shtml

Page 19: Image Formation II Chapter 1 (Forsyth&Ponce) 1 (Forsyth&Ponce) Guido Gerig CS 6320 Spring 2013 Acknowledgements: • Slides used/modified from Prof. Trevor Darrell (trevor@eecs.berkeley.edu)

Rollout Photographs © Justin Kerr

http://research.famsi.org/kerrmaya.html

Rotating sensor (or object)

Also known as “cyclographs”, “peripheral images”

S. Seitz