Non-parametric Texture Learning

@inproceedings{Greenspan1996NonparametricTL,
  title={Non-parametric Texture Learning},
  author={Hayit Greenspan},
  year={1996}
}
Texture is one of the most informative visual cues that help us understand our environment. Texture analysis is an important step in many visual tasks, such as scene segmentation, object recognition, and shape and depth perception. In this chapter we consider the problem of texture recognition and provide an overview of our recent work on this topic ((21, 19, 18]). Our method is based on representing textures in frequency and orientation space, and using non-parametric learning schemes for clas… CONTINUE READING