• Corpus ID: 6976344

The Earth Mover's Distance, Multi-Dimensional Scaling, and Color-Based Image Retrieval

  title={The Earth Mover's Distance, Multi-Dimensional Scaling, and Color-Based Image Retrieval},
  author={Carlo Tomasi},
In this paper we present a novel approach to the problem of navigating through a database of color images. We consider the images as points in a metric space in which we wish to move around so as to locate image neighborhoods of interest, based on color information. The data base images are mapped to distributions in color space, these distributions are appropriately compressed, and then the distances between all pairs I; J of images are computed based on the work needed to rearrange the mass… 

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