✦ LIBER ✦

Efficient image retrieval through vantage objects

✍ Scribed by Jules Vleugels; Remco C. Veltkamp

Book ID: 104161407
Publisher: Elsevier Science
Year: 2002
Tongue: English
Weight: 399 KB
Volume: 35
Category: Article
ISSN: 0031-3203
DOI: 10.1016/s0031-3203(00)00120-5

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✦ Synopsis

We describe a new indexing structure for general image retrieval that relies solely on a distance function giving the similarity between two images. For each image object in the database, its distance to a set of m predetermined vantage objects is calculated; the m-vector of these distances speci"es a point in the m-dimensional vantage space. The database objects that are similar (in terms of the distance function) to a given query object can be determined by means of an e$cient nearest-neighbor search on these points. We demonstrate the viability of our approach through experimental results obtained with two image databases, one consisting of about 5200 raster images of stamps, the other containing about 72,000 hieroglyphic polylines.

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