Steerable Wavelet Machines (SWM) : Learning Moving Frames for Texture Classification

We present texture operators encoding class-specific local organizations of image directions (LOIDs) in a rotation-invariant fashion. The LOIDs are key for visual understanding, and are at the origin of the success of the popular approaches, such as local binary patterns (LBPs) and the scale-invaria...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 26(2017), 4 vom: 15. Apr., Seite 1626-1636
1. Verfasser: Depeursinge, Adrien (VerfasserIn)
Weitere Verfasser: Puspoki, Zsuzsanna, Ward, John Paul, Unser, Michael
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2017
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article