Learning a Sparse Representation for Object Detection

@inproceedings{Agarwal2002LearningAS,
  title={Learning a Sparse Representation for Object Detection},
  author={Shivani Agarwal and Dan Roth},
  booktitle={ECCV},
  year={2002}
}
We present an approach for learning to detect objects in still gray images, that is based on a sparse, part-based representation of objects. A vocabulary of information-rich object parts is automatically constructed from a set of sample images of the object class of interest. Images are then represented using parts from this vocabulary, along with spatial… CONTINUE READING

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