New shape-based texture descriptors for rotation invariant texture classification Conference Paper uri icon

abstract

  • In this paper, we present a new rotation-invariant texture description scheme based on an explicit transform of texture features to shapes. Texture features are obtained in a short computational time by applying the partial form of Gabor functions. These features are then transformed to 2-D closed shapes, and their moment invariants and global shape descriptors are derived to classify the rotated textures. Experiments using various texture samples showed high rates of correct classifications.

published proceedings

  • IEEE International Conference on Image Processing

author list (cited authors)

  • Pok, G. C., Liu, J., & Ryu, K. H.

complete list of authors

  • Pok, GC||Liu, JCS||Ryu, KH

publication date

  • December 2003