Discriminative Training of Hyper-feature Models for Object Identification

@inproceedings{Jain2006DiscriminativeTO,
  title={Discriminative Training of Hyper-feature Models for Object Identification},
  author={Vidit Jain and Andras Ferencz and Erik G. Learned-Miller},
  booktitle={BMVC},
  year={2006}
}
Object identification is the task of identifying specific obj ects belonging to the same class such as cars. We often need to recognize an ob ject that we have only seen a few times. In fact, we often observe only one e xample of a particular object before we need to recognize it again. Thus we are interested in building a system which can learn to extract distinctive m arkers from a single example and which can then be used to identify the obje ct in another image as “same” or “different… CONTINUE READING
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