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Author manuscript, published in "ACM Multimedia (2013)" Sim-Min-Hash: An

By Wan-lei Zhao, Inria Rennes, Hervé Jégou, Inria Rennes and Guillaume Gravier

Abstract

This paper introduces an extension of min-Hash, called Sim-min-Hash (SMH), to compare sets of real-valued vectors. It drastically improves the comparison metric between images while being very efficient for the retrieval and linking problems. This is achieved by adding to the original sketches extra information, in particular in the form of binary codes. The underlying motivation is to exploit the similarity measurements between vectors, in the spirit of Hamhal-00839921

Topics: Image linking, image search, min-Hash
Year: 2013
OAI identifier: oai:CiteSeerX.psu:10.1.1.372.2517
Provided by: CiteSeerX
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