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The convolution theorem multiplication convolution MIT 2.71/2.710 04/08/09 wk9-b-18

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Page 1: The convolution theorem - MIT OpenCourseWare · Spatial filtering space domain Fourier domain 2 sinusoids (one removed) MIT 2.71/2.710 04/08/09 wk9-b-22

The convolution theorem

multiplication convolution

MIT 2.71/2.710 04/08/09 wk9-b-18

Page 2: The convolution theorem - MIT OpenCourseWare · Spatial filtering space domain Fourier domain 2 sinusoids (one removed) MIT 2.71/2.710 04/08/09 wk9-b-22

The convolution theorem

multiplication convolution

MIT 2.71/2.710 04/08/09 wk9-b-19

Page 3: The convolution theorem - MIT OpenCourseWare · Spatial filtering space domain Fourier domain 2 sinusoids (one removed) MIT 2.71/2.710 04/08/09 wk9-b-22

Fraunhofer diffraction patterns

MIT 2.71/2.710 04/08/09 wk9-b-20

z→∞

z→∞

z→∞

z→∞

Page 4: The convolution theorem - MIT OpenCourseWare · Spatial filtering space domain Fourier domain 2 sinusoids (one removed) MIT 2.71/2.710 04/08/09 wk9-b-22

Spatial filtering

space domain Fourier domain3 sinusoids

MIT 2.71/2.710 04/08/09 wk9-b-21

Page 5: The convolution theorem - MIT OpenCourseWare · Spatial filtering space domain Fourier domain 2 sinusoids (one removed) MIT 2.71/2.710 04/08/09 wk9-b-22

Spatial filtering

space domain Fourier domain 2 sinusoids (one removed)

MIT 2.71/2.710 04/08/09 wk9-b-22

Page 6: The convolution theorem - MIT OpenCourseWare · Spatial filtering space domain Fourier domain 2 sinusoids (one removed) MIT 2.71/2.710 04/08/09 wk9-b-22

Spatial filtering of a scene

Unfiltered: all spatial frequencies present

0

MIT 2.71/2.710 04/08/09 wk9-b-23

Page 7: The convolution theorem - MIT OpenCourseWare · Spatial filtering space domain Fourier domain 2 sinusoids (one removed) MIT 2.71/2.710 04/08/09 wk9-b-22

Spatial filtering of a scene

Low-pass filtered: high spatial frequencies removed

0

MIT 2.71/2.710 04/08/09 wk9-b-24

Page 8: The convolution theorem - MIT OpenCourseWare · Spatial filtering space domain Fourier domain 2 sinusoids (one removed) MIT 2.71/2.710 04/08/09 wk9-b-22

Spatial filtering of a scene

Band-pass filtered: high & low spatial frequencies removed

0

MIT 2.71/2.710 04/08/09 wk9-b-25

Page 9: The convolution theorem - MIT OpenCourseWare · Spatial filtering space domain Fourier domain 2 sinusoids (one removed) MIT 2.71/2.710 04/08/09 wk9-b-22

The transfer function of Fresnel propagation

Fresnel (free space) propagation may be expressed as a

convolution integral

MIT 2.71/2.710 04/08/09 wk9-b-26

Page 10: The convolution theorem - MIT OpenCourseWare · Spatial filtering space domain Fourier domain 2 sinusoids (one removed) MIT 2.71/2.710 04/08/09 wk9-b-22

Today

• Fourier transforming properties of lenses • Spherical - plane wave duality • The telescope (4F system) revisited

– imaging as a cascade of Fourier transforms – spatial filtering by a pupil plane transparency

Wednesday

• Spatial filtering in the 4F system • Point-Spread Function (PSF)

and Amplitude Transfer Function (ATF)

MIT 2.71/2.710 04/13/09 wk10-a- 1

Page 11: The convolution theorem - MIT OpenCourseWare · Spatial filtering space domain Fourier domain 2 sinusoids (one removed) MIT 2.71/2.710 04/08/09 wk9-b-22

Reminder: thin lens (geometrical optics)

f (focal length)

object at ∞

f (focal length)

image at ∞image at object at(plane wave) back focal plane front focal plane (plane wave)

amount of ray bending is proportional to the distance from the optical axis

point object point image

MIT 2.71/2.710 04/13/09 wk10-a- 2

at finite distance (spherical wave)

at finite distance (spherical wave)

so si

Page 12: The convolution theorem - MIT OpenCourseWare · Spatial filtering space domain Fourier domain 2 sinusoids (one removed) MIT 2.71/2.710 04/08/09 wk9-b-22

Thin lens complex transmittance

Δ(x,y)

Δ0

Δ(x,y): glass thickness at coordinate (x,y)

n: index of refraction R1, R2: radii of curvature

MIT 2.71/2.710 04/13/09 wk10-a- 3

Page 13: The convolution theorem - MIT OpenCourseWare · Spatial filtering space domain Fourier domain 2 sinusoids (one removed) MIT 2.71/2.710 04/08/09 wk9-b-22

Plane wave incident on a lens

back focal plane

f

spherical wave converging to u0λf

θ0 f =

MIT 2.71/2.710 04/13/09 wk10-a- 4

Page 14: The convolution theorem - MIT OpenCourseWare · Spatial filtering space domain Fourier domain 2 sinusoids (one removed) MIT 2.71/2.710 04/08/09 wk9-b-22

Spherical wave incident on a lens

spherical wave, diverging

front focal plane

plane wave plane wave converging to u0λfoff–axis

MIT 2.71/2.710 04/13/09 wk10-a- 5

Page 15: The convolution theorem - MIT OpenCourseWare · Spatial filtering space domain Fourier domain 2 sinusoids (one removed) MIT 2.71/2.710 04/08/09 wk9-b-22

Fourier transforming property of lenses

MIT 2.71/2.710 04/13/09 wk10-a- 6

Page 16: The convolution theorem - MIT OpenCourseWare · Spatial filtering space domain Fourier domain 2 sinusoids (one removed) MIT 2.71/2.710 04/08/09 wk9-b-22

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2.71 / 2.710 Optics Spring 2009

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