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  • Hamarneh, Ghassan, 1972, et al. (author)
  • A Method for Modeling and Segmentation of Spatio-Temporal Shapes
  • 1999
  • In: Proceedings of the Swedish Symposium on Image Analysis (SSAB). Göteborg, Sweden.
  • Conference paper (peer-reviewed)abstract
    • This paper presents a method for modeling and segmenting spatio-temporal shapes. The modeling part is based on obtaining a description of the statistical variations of spatio-temporal shape parameters by studying a representative training set of examples. A deformable modelof spatio-temporal shapes is used for segmenting similarshapes in new image sequences. The deformations of the model are driven by image features and are forced toproduce results that are similar to what was found in thetraining set. The proposed deformations of the spatio-temporal shape are chosen to minimize a cost function usinga dynamic programming approach. The preliminary resultspresented show that the method succeeds in segmentingcomplex spatio-temporal shapes in synthetic noisy data.
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Type of publication
conference paper (1)
Type of content
peer-reviewed (1)
Author/Editor
Gustavsson, Tomas, 1 ... (1)
Hamarneh, Ghassan, 1 ... (1)
University
Chalmers University of Technology (1)
Language
English (1)
Research subject (UKÄ/SCB)
Natural sciences (1)
Year
1999 (1)

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