Spectral Face Clustering

Palit, Biswaroop; Nigam, Rakesh; Perlmutter, Keren; Perlmutter, Sharon M.

doi:10.1109/ICCVW.2009.5457700

Spectral Face Clustering

Biswaroop Palit, Rakesh Nigam, Keren Perlmutter, Sharon M. Perlmutter

ICCVW 2009 pp. 186-191

doi:10.1109/ICCVW.2009.5457700 /iccvw/2009/palit2009iccvw-spectral/

Abstract

Recognizing and clustering similar faces are important for organizing digital photos. We present a novel clustering method based on spectral clustering to group faces in a photo album. The main contribution is the proposal of a distance metric that is robust to outlier features present in the facial images.

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Cite

Text

Palit et al. "Spectral Face Clustering." IEEE/CVF International Conference on Computer Vision Workshops, 2009. doi:10.1109/ICCVW.2009.5457700

Markdown

[Palit et al. "Spectral Face Clustering." IEEE/CVF International Conference on Computer Vision Workshops, 2009.](https://mlanthology.org/iccvw/2009/palit2009iccvw-spectral/) doi:10.1109/ICCVW.2009.5457700

BibTeX

@inproceedings{palit2009iccvw-spectral,
  title     = {{Spectral Face Clustering}},
  author    = {Palit, Biswaroop and Nigam, Rakesh and Perlmutter, Keren and Perlmutter, Sharon M.},
  booktitle = {IEEE/CVF International Conference on Computer Vision Workshops},
  year      = {2009},
  pages     = {186-191},
  doi       = {10.1109/ICCVW.2009.5457700},
  url       = {https://mlanthology.org/iccvw/2009/palit2009iccvw-spectral/}
}