Sparse Manifold Learning and Its Applications in Image Classification

@inproceedings{Li2014SparseML,
  title={Sparse Manifold Learning and Its Applications in Image Classification},
  author={Wangmu Li and Jun Yu},
  booktitle={ICIMCS},
  year={2014}
}
Graph-based dimensionality reduction algorithms are important and have been commonly applied in image classification and computer vision applications. To date many approaches have been proposed, e.g. Laplacian Eigenmaps (LE), Locally Linear Embedding (LLE), Locality Preserving Projections (LPP) and ISOMAP and so on. However, all these methods need to set… CONTINUE READING