Influence of fusion strategies on feature-based identification of low-resolution documents

Behera, Ardhendu, Lalanne, Denis and Ingold, Rolf (2005) Influence of fusion strategies on feature-based identification of low-resolution documents. ACM symposium on Document engineering 2005, 2-4 November 2005, Bristol, UK, pp. 20-22, ISBN 1-59593-240-2, DOI https://doi.org/10.1145/1096601.1096607.

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Abstract

The paper describes a method by which one could use the documents captured from low-resolution handheld devices to retrieve the originals of those documents from a document store. The method considers conjunctively two complementary feature sets. First, the geometrical distribution of the color in the document's 2D image plane is preferred. Secondly, the shallow layout features is considered due to the poor resolution of the captured documents. We propose in this article to fuse those two complementary feature sets in order to improve document identification performance. Finally, in order to test the influence of merging strategies on document identification performance, a synergic method is proposed and evaluated relative to a similar method in which feature sets are simply considered sequentially.

Item Type: Conference or Workshop Item (Paper)
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: Computing and Information Systems
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Date Deposited: 26 Mar 2015 15:31
URI: http://repository.edgehill.ac.uk/id/eprint/6363

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