@inbook{3608,
  title = {On the Pre-Image Problem in Kernel Methods},
  booktitle = {Kernel Methods in Bioengineering, Signal and Image Processing},
  abstract = {In this chapter we are concerned with the problem of reconstructing patterns from their representation in feature space, known as the pre-image problem. We review existing algorithms and propose a learning based approach. All algorithms are discussed regarding their usability and complexity and evaluated on an image denoising application.},
  pages = {284-302},
  editors = {G Camps-Valls and JL Rojo-\'{A}lvarez and M Mart\'{i}nez-Ram\'{o}n},
  publisher = {Idea Group Publishing},
  organization = {Max-Planck-Gesellschaft},
  school = {Biologische Kybernetik},
  address = {Hershey, PA, USA},
  month = jan,
  year = {2007},
  slug = {3608},
  author = {BakIr, G. and Sch{\"o}lkopf, B. and Weston, J.},
  month_numeric = {1}
}