Publications

Books or Contributions to Books

  1. Amirhossein Habibian and Cees G. M. Snoek, "Vocabularies for Video Event Detection," in Wiley Encyclopedia of Electrical and Electronics Engineering, Webster, J. G., Ed., John Wiley & Sons, Inc., 2015.
    @INBOOK{HabibianEEEE15, title = {Vocabularies for Video Event Detection},
      author = {Habibian, Amirhossein and Snoek, Cees G. M.},
      editor = {Webster, John G.},
      publisher = {John Wiley & Sons, Inc.},
      keywords = {Event detection, Video retrieval},
      booktitle = {Wiley Encyclopedia of Electrical and Electronics Engineering},
      year = {2015},
      abstract = { In general, event detection systems can be characterized by two main components: video vocabulary and event modeling. The video vocabulary converts the raw video data into a feature vector, which contains the multimodal information considered useful for detecting the event of interest. The event modeling component learns a model for each event detection. This article discusses both low- and high-level vocabularies for video event detection. In addition, representative benchmarks for evaluating event detection are also presented. }
    }
  2. Xirong Li, Cees G. M. Snoek, and Marcel Worring, "(Un)Tagged Social Image Retrieval," in Internet Multimedia Search and Mining, Bentham Science Publishers, 2013, pp. 111-129.
    @INCOLLECTION{LiIMS13,
      author = {Xirong Li and Cees G. M. Snoek and Marcel Worring},
      editor = {},
      year = {2013},
      title = {(Un)Tagged Social Image Retrieval},
      booktitle = {Internet Multimedia Search and Mining},
      pages = {111--129},
      publisher = {Bentham Science Publishers}
    }
  3. Multimedia Content and Mobile Devices, Akopian, D., Creutzburg, R., Georgiev, T. G., Kennedy, L. S., Lumsdaine, A., Matherson, K. J., Sebe, N., Snoek, C. G. M., and Wüller, D., Eds., SPIE, 2013, vol. 8667.
    @BOOK{AkopianSPIE13, editor = {David Akopian and Reiner Creutzburg and Todor G. Georgiev and Lyndon S. Kennedy and Andrew Lumsdaine and Kevin J. Matherson and Nicu Sebe and Cees G. M. Snoek and Dietmar W\"uller},
      year = {2013},
      title = {Multimedia Content and Mobile Devices},
      series = {Proceedings of SPIE},
      volume = {8667},
      publisher = {SPIE}
    }
  4. Cees G. M. Snoek and Arnold W. M. Smeulders, "Video Retrieval," in Encyclopedia of Computer Vision, Ikeuchi, K., Ed., Springer, 2012.
    In progress
    @INCOLLECTION{SnoekECV12a,
      author = {Cees G. M. Snoek and Arnold W. M. Smeulders},
      editor = {Katsushi Ikeuchi},
      year = {2012},
      title = {Video Retrieval},
      booktitle = {Encyclopedia of Computer Vision},
      pages = {},
      publisher = {Springer},
      note = {In progress}
    }
  5. Koen E. A. van de Sande, Theo Gevers, and Cees G. M. Snoek, "Object and Scene Recognition," in Color in Computer Vision, Gevers, T., Gijsenij, A., van de Weijer, J., and Geusebroek, J., Eds., John Wiley & Sons, Inc., 2012, pp. 269-286.
    @INBOOK{SandeCCV12, title = {Object and Scene Recognition},
      booktitle = {Color in Computer Vision: Fundamentals and Applications},
      author = {van de Sande, Koen E. A. and Gevers, Theo and Snoek, Cees G. M.},
      editor = {Gevers, Theo and Gijsenij, Arjan and van de Weijer, Joost and Geusebroek, Jan-Mark},
      publisher = {John Wiley & Sons, Inc.},
      pages = {269--286},
      booktitle = {Color in Computer Vision},
      year = {2012}
    }
  6. Multimedia on Mobile Devices 2012; and Multimedia Content Access: Algorithms and Systems VI, Snoek, C. G. M., Creutzburg, R., Akopian, D., Sebe, N., and Kennedy, L., Eds., SPIE, 2012, vol. 8304.
    @BOOK{SnoekSPIE12, editor = {Cees G. M. Snoek and Reiner Creutzburg and David Akopian and Nicu Sebe and Lyndon Kennedy},
      year = {2012},
      title = {Multimedia on Mobile Devices 2012; and Multimedia Content Access: Algorithms and Systems VI},
      series = {Proceedings of SPIE},
      volume = {8304},
      publisher = {SPIE}
    }
  7. Multimedia on Mobile Devices 2011; and Multimedia Content Access: Algorithms and Systems V, Akopian, D., Creutzburg, R., Snoek, C. G. M., Sebe, N., and Kennedy, L., Eds., SPIE, 2011, vol. 7881.
    @BOOK{AkopianSPIE11, editor = {David Akopian and Reiner Creutzburg and Cees G. M. Snoek and Nicu Sebe and Lyndon Kennedy},
      year = {2011},
      title = {Multimedia on Mobile Devices 2011; and Multimedia Content Access: Algorithms and Systems V},
      series = {Proceedings of SPIE},
      volume = {7881},
      publisher = {SPIE}
    }
  8. Imaging and Printing in a Web 2.0 World; and Multimedia Content Access: Algorithms and Systems IV, Lin, Q., Fan, Z. Z., Gevers, T., Schettini, R., and Snoek, C. G. M., Eds., SPIE, 2010, vol. 7540.
    @BOOK{LinSPIE10, editor = {Qian Lin and Zhigang Z. Fan and Theo Gevers and Raimondo Schettini and Cees G. M. Snoek},
      year = {2010},
      title = {Imaging and Printing in a Web 2.0 World; and Multimedia Content Access: Algorithms and Systems IV},
      series = {Proceedings of SPIE},
      volume = {7540},
      publisher = {SPIE}
    }
  9. Marcel Worring and Cees G. M. Snoek, "Visual Content Analysis," in Encyclopedia of Database Systems, Liu, L. and Tamer Özsu, M., Eds., Springer, 2009, pp. 3360-3365.
    @INCOLLECTION{WorringEDS09,
      author = {Marcel Worring and Cees G. M. Snoek},
      editor = {Ling Liu and M. {Tamer \"Ozsu}},
      year = {2009},
      title = {Visual Content Analysis},
      booktitle = {Encyclopedia of Database Systems},
      pages = {3360--3365},
      publisher = {Springer}
    }
  10. Cees G. M. Snoek, Marcel Worring, Jan-Mark Geusebroek, Dennis C. Koelma, Frank J. Seinstra, and Arnold W. M. Smeulders, "Semantic Video Indexing," in Multimedia Retrieval, Blanken, H. M., de Vries, A. P., Blok, H. E., and Feng, L., Eds., Springer, 2007, pp. 225-249.
    @INCOLLECTION{SnoekMIR07,
      author = {Cees G. M. Snoek and Marcel Worring and Jan-Mark Geusebroek and Dennis C. Koelma and Frank J. Seinstra and Arnold W. M. Smeulders},
      editor = {Henk M. Blanken and Arjen P. de Vries and Henk Ernst Blok and Ling Feng},
      year = {2007},
      title = {Semantic Video Indexing},
      booktitle = {Multimedia Retrieval},
      pages = {225--249},
      publisher = {Springer}
    }
  11. Cees G. M. Snoek, Marcel Worring, Dennis C. Koelma, and Arnold W. M. Smeulders, "Learned Lexicon-driven Interactive Video Retrieval (reprint)," in Fifth Quinquennial Review 2001-2006, Wilkinson, M. and Pluim, J., Eds., Dutch Society for Pattern Recognition and Image Processing, 2006.
    @INCOLLECTION{SnoekNVPHBV06,
      author = {Cees G. M. Snoek and Marcel Worring and Dennis C. Koelma and Arnold W. M. Smeulders},
      editor = {M. Wilkinson and J. Pluim},
      year = {2006},
      title = {Learned Lexicon-driven Interactive Video Retrieval (reprint)},
      booktitle = {Fifth Quinquennial Review 2001-2006},
      pages = {},
      publisher = {Dutch Society for Pattern Recognition and Image Processing}
    }
  12. Cees G. M. Snoek, "The Authoring Metaphor to Machine Understanding of Multimedia," PhD Thesis , University of Amsterdam, 2005.
    You may obtain a bound booklet for free by sending me an e-mail.
    @PHDTHESIS{SnoekPHD05,
      author = {Cees G. M. Snoek},
      title = {The Authoring Metaphor to Machine Understanding of Multimedia},
      month = {October},
      year = {2005},
      school = {University of Amsterdam},
      pdf = {http://isis-data.science.uva.nl/cgmsnoek/pub/snoek-thesis.pdf},
      note = {You may obtain a bound booklet for free by sending me an e-mail.},
      abstract = { This thesis makes a contribution to the field of multimedia understanding. Where our ultimate aim is to structure the digital multimedia chaos by bridging the semantic gap between computable data features on one end and the semantic interpretation of the data by a user on the other end. We distinguish between produced and non-produced multimedia or video documents. We depart from the view that a produced video is the result of an authoring-driven production process. This authoring process serves as a metaphor for machine-driven understanding. We present a step-by-step extrapolation of this authoring metaphor for automatic multimedia understanding. While doing so, we cover in this thesis an extensive overview of the field, a theoretical foundation for authoring-driven multimedia understanding, state-of-the-art benchmark validation, and practical semantic video retrieval applications. }
    }
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