ter haar romeny, casia 2015 scale-space the retina measures on many resolutions simultaneously
TRANSCRIPT
ter Haar Romeny, CASIA 2015
scale-space
The retina measures on many resolutions simultaneously
ter Haar Romeny, CASIA 2015
Scale induces an image hierarchy.
original Gradient (scale 4 pixels)Gradient (scale 1 pixel)
ter Haar Romeny, CASIA 2015
ter Haar Romeny, CASIA 2015
Scale is embedded in the task: do you want the leaves or the tree?
ter Haar Romeny, CASIA 2015
The observation scale:
ter Haar Romeny, CASIA 2015
ter Haar Romeny, CASIA 2015
ter Haar Romeny, CASIA 2015
ter Haar Romeny, CASIA 2015
ter Haar Romeny, CASIA 2015
ter Haar Romeny, CASIA 2015
ter Haar Romeny, CASIA 2015
ter Haar Romeny, CASIA 2015
ter Haar Romeny, CASIA 2015
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
ter Haar Romeny, CASIA 2015
‘Spurious resolution’: artefact of the wrong aperture
What is the best aperture?
Aliasing, partial volume effect