Search results for key=TSB2004a :
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Refereed full papers (journals, book chapters, international conferences)
2004
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@inproceedings{TSB2004a,
vgclass = {refpap},
author = {ten Brinke, Walter and David McG. Squire and John
Bigelow},
title = {Supervenience in Content-Based Image Retrieval},
booktitle = {International Conference on Formal Ontology in Information
Systems (FOIS 2004)},
address = {Torino, Italy},
pages = {298--304},
month = {November~4--6},
year = {2004},
abstract = {In the last years there has been a boom in digital
real-world image databases, for instance, in medical imagery and
consumer digital photography. In Information Retrieval, the field of
Content-Based Image Retrieval (CBIR) aims to retrieve images from a
repository, and rank the retrieved images by computing the similarity
between the images in the database and a query image. A basic process
in CBIR is the extraction of features from the digitized representation
of an image on a computer. These features are intended to represent
features that coincide with human visual experience. We explore the
human visual experience of an image and discuss what an image is, and
how it relates to the visual experience. We show that an image consist
of indivisible information carrying elements that make up the whole of
the image. We argue that a CBIR system must have an intermediate level
for reasons of efficiency and effectiveness. Then we apply the
technical philosophical notion of supervenience to explain the nature
of the relation between information carrying elements, the intermediate
level and the image. At the end of the paper, we offer our ontology of
an image in a CBIR system.},
}
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