Multi-stage Contour Based Detection of Deformable Objects

@inproceedings{Ravishankar2008MultistageCB,
  title={Multi-stage Contour Based Detection of Deformable Objects},
  author={Saiprasad Ravishankar and Arpit Jain and Anurag Mittal},
  booktitle={ECCV},
  year={2008}
}
We present an efficient multi stage approach to detection of deformable objects in real, cluttered images given a single or few hand drawn examples as models. The method handles deformations of the object by first breaking the given model into segments at high curvature points. We allow bending at these points as it has been studied that deformation typically happens at high curvature points. The broken segments are then scaled, rotated, deformed and searched independently in the gradient image… CONTINUE READING
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