A Novel Shape Feature for Image Classification and Retrieval

@inproceedings{Rautkorpi2004ANS,
  title={A Novel Shape Feature for Image Classification and Retrieval},
  author={Rami Rautkorpi and Jukka Iivarinen},
  booktitle={ICIAR},
  year={2004}
}
In this paper a novel statistical shape feature called the edge co-occurrence matrix (ECM) is proposed for image classification and retrieval. The ECM indicates the joint probability of edge directions of two pixels at a certain displacement in an image. The ECM can be applied to various tasks since it does not require any segmentation information unlike most shape features. Comparisons are conducted between the ECM and several other feature descriptors with two defect image databases. Both the… CONTINUE READING

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