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k-NN classification and k-distance transformation

In this chapter, we extend Warfield's work on fast k-NN classification for multi-channel image data [175]. First, we present a short review of k-NN classification methods. Then, we describe a new k-DT algorithm by propagation. Finally, we show that it has an optimal algorithmic complexity.

 

Olivier Cuisenaire
1999-10-05