Search results for key=MSM1999 :
1 match found.
Search my entire BibTeX database
Abstract |
BibTeX entry |
Postscript |
PDF |
Powerpoint |
Technical Reports
1999
-
@techreport{MSM1999,
vgclass = {report},
vgproject = {viper,cbir},
author = {Henning M\"{u}ller and David McG. Squire and Wolfgang
M\"{u}ller and Thierry Pun},
title = {Efficient access methods for content-based image retrieval
with inverted files},
number = {99.02},
institution = {Computer Vision Group, Computing Centre, University
of Geneva},
address = {rue G\'{e}n\'{e}ral Dufour, 24, CH-1211 Gen\`{e}ve,
Switzerland},
month = {July},
year = {1999},
url = {/publications/postscript/1999/VGTR99.02_MuellerSquireMuellerPun.pdf},
url1 = {/publications/postscript/1999/VGTR99.02_MuellerSquireMuellerPun.ps.gz},
abstract = {As human factor studies over the last thirty years have
shown, response time is a very important factor for the usability of an
interactive system, especially on the world wide web. In particular,
response times of under one second are often specified as a usability
requirement \cite{Nie97}. This paper compares several methods for
improving the evaluation time in a content-based image retrieval system
(CBIRS) which uses inverted file technology. The use of the inverted
file technology facilitates search pruning in a variety of ways, as is
shown in this paper. For large databases ($> 2000$ images) and a high
number of possible features ($> 80000$), efficient and fast access is
necessary to allow interactive querying and browsing. Parallel access
to the inverted file can reduce the response time. This parallel access
is very easy to implement with little communication overhead, and thus
scales well. Other search pruning methods, similar to methods used in
information retrieval, can also reduce the response time significantly
without reducing the performance of the system. The performance of the
system is evaluated using precision vs. recall graphs, which are an
established evaluation method in information retrieval. A user survey
was carried out in order to obtain relevance judgments for the queries
reported in this work.},
}
|