Rotation invariant texture classification using Bamberger pyramids

We study the application of the Bamberger directional filter bank to the problem of rotation invariant texture classification. We explore the use of purely directional decompositions and the use of polar-separable Bamberger pyramids. We obtain comparable classification performance to Gabor-based methods using a smaller feature set.

• Type: Conference
• Year: 2005
• Where: ICMCS
• Authors: José-Gerardo Rosiles, Mark J. T. Smith, Russell M. Mersereau
• Keywords: Bamberger Directional filter, ICMCS 2005, Polar-separable Bamberger Pyramids, Rotation Invariant Texture