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Issue No.11 - November (2000 vol.22)
pp: 1335-1349
ABSTRACT
<p><b>Abstract</b>—A new method, the <it>nearest feature line (NFL)</it> method, is used in image classification and retrieval and its performance is evaluated and compared with other methods by extensive experiments. The NFL method is demonstrated to make efficient use of knowledge about multiple prototypes of a class to represent that class.</p>
INDEX TERMS
Image classification, image retrieval, nearest feature line (NFL), nearest-neighbor (NN) search, similarity metrics.
CITATION
Stan Z. Li, Changliang Wang, "Performance Evaluation of the Nearest Feature Line Method in Image Classification and Retrieval", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol.22, no. 11, pp. 1335-1349, November 2000, doi:10.1109/34.888719
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