Multiscale geometric feature extraction and object recognition

  title={Multiscale geometric feature extraction and object recognition},
  author={Seema Jaggi},
This thesis describes a new adaptive approximation technique called high resolution pursuit (HRP), and demonstrates how HRP can be used to extract features that are suitable for object recognition. Recently, adaptive approximation techniques have become popular for obtaining representations of large classes of signals. These techniques include method of frames, matching pursuit, and basis pursuit. In this work, HRP is developed as an alternative to existing function approximation techniques… CONTINUE READING
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