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Perceiving Systems Conference Paper 1998

Parameterized modeling and recognition of activities

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Perceiving Systems
Michael Black
Director
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A framework for modeling and recognition of temporal activities is proposed. The modeling of sets of exemplar activities is achieved by parameterizing their representation in the form of principal components. Recognition of spatio-temporal variants of modeled activities is achieved by parameterizing the search in the space of admissible transformations that the activities can undergo. Experiments on recognition of articulated and deformable object motion from image motion parameters are presented.

Author(s): Yacoob, Y. and Black, M. J.
Links:
Book Title: Sixth International Conf. on Computer Vision, ICCV’98
Pages: 120-127
Year: 1998
Month: January
Bibtex Type: Conference Paper (inproceedings)
Address: Mumbai, India
Electronic Archiving: grant_archive

BibTex 

@inproceedings{Yacoob:ICCV:1998,
  title = {Parameterized modeling and recognition of activities},
  booktitle = {Sixth International Conf. on Computer Vision, ICCV'98},
  abstract = {A framework for modeling and recognition of temporal activities is proposed. The modeling of sets of exemplar activities is achieved by parameterizing their representation in the form of principal components. Recognition of spatio-temporal variants of modeled activities is achieved by parameterizing the search in the space of admissible transformations that the activities can undergo. Experiments on recognition of articulated and deformable object motion from image motion parameters are presented.},
  pages = {120-127},
  address = {Mumbai, India},
  month = jan,
  year = {1998},
  slug = {yacoob-iccv-1998},
  author = {Yacoob, Y. and Black, M. J.},
  month_numeric = {1}
}