Ter Haar Romeny, CASIA 2015 scale-space The retina measures on many resolutions simultaneously.

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ter Haar Romeny, CASIA 201 scale-space etina measures on many resolutions simultaneous

Transcript of Ter Haar Romeny, CASIA 2015 scale-space The retina measures on many resolutions simultaneously.

Page 1: Ter Haar Romeny, CASIA 2015 scale-space The retina measures on many resolutions simultaneously.

ter Haar Romeny, CASIA 2015

scale-space

The retina measures on many resolutions simultaneously

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Scale induces an image hierarchy.

original Gradient (scale 4 pixels)Gradient (scale 1 pixel)

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Scale is embedded in the task: do you want the leaves or the tree?

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ter Haar Romeny, CASIA 2015

The observation scale:

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Be careful with the implicitassumption of a model.

• Is this a square?• This is a square• This is not a square

Noise is part of the geometryif no info is given of theunderlying model or the noise

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‘Spurious resolution’: artefact of the wrong aperture

What is the best aperture?

Aliasing, partial volume effect