Talk:Steerable filter
Appearance
This article is rated Stub-class on Wikipedia's content assessment scale. It is of interest to the following WikiProjects: | |||||||||||
|
notes for proposed article
[edit]- origin of the term steerable
- terminology variant from Linköping: controllable
- pioneers behind the method: Granlund, Knutsson, Freeman, Adelson
- mathematical underpinnings: Gaussian jets, Koenderink's formalism
- quadrature pairs: energy and phase
- analytical, exact steerability vs. approximate steerability via SVD
- steerable, separable filters
- Perona's extension: scalable filters
- applications
- interest point characterization (Schmid, Mohr)
- edge and line detection (Freeman, Adelson)
- texture recognition (Malik et al.)
- connection to Gabor filters
- examples from ter haar Romeny & Lindeberg chapter
- fell out of favor with emergence of haar-like wavelets used in Viola-Jones and Varma and Zisserman's texture recognition method
- Or did it fall out of favor? Maybe in the realm of fast feature detection. — Preceding unsigned comment added by Serge.Belongie (talk • contribs) 22:22, 6 January 2012 (UTC)
- some reemergence via SURF (speeded up robust features) descriptor
- Discuss relationship with steerable pyramid
- should it remain a separate article? — Preceding unsigned comment added by Serge.Belongie (talk • contribs) 22:38, 6 January 2012 (UTC)
- Code
- Simoncelli, Freeman, Adelson should comment on finished article.