Publications

KPCA

Academic Journals

  1. O. Arif, P.A. Vela. Kernel Map Compression for Speeding the Execution of Kernel-Based Methods. IEEE Transactions on Neural Networks, 22(6):870-879, 2011. (more) doi pdf

International Conferences

  1. J. Yang, Z.K. Shi, P.A. Vela. Person Reidentification by Kernel PCA Based Appearance Learning. In Canadian Conference on Computer and Robot Vision, Pages 227-233, 2011. (more) download pdf
  2. O. Arif, P.A. Vela, W. Daley. Pre-Image Problem in Manifold Learning and Dimensional Reduction Methods. In International Conference on Machine Learning Applications, Pages 921-924, 2010. (more) doi pdf
  3. O. Arif, P.A. Vela. Kernel Map Compression Using Generalized Radial Basis Functions. In IEEE International Conference on Computer Vision, 2009. (more) doi pdf
  4. O. Arif, P.A. Vela. Robust Target Localization and Segmentation Using Graph Cut, KPCA and Mean-Shift. In International Conference on Machine Learning Applications, Pages 35-40, Miami, FL, 2009. (more) doi pdf

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