@inproceedings{cda25ffa1be744e5a943be989ebf4423,
title = "Content-Based Image Retrieval Using Combined 2D Attribute Pattern Spectra",
abstract = "This work proposes a region-based shape signature that uses a combination of three different types of pattern spectra. The proposed method is inspired by the connected shape filter proposed by Urbach et al. We extract pattern spectra from the red, green and blue color bands of an image then incorporate machine learning techniques for application in photographic image retrieval. Our experiments show that the combined pattern spectrum gives an improvement of approximately 30% in terms of mean average precision and precision at 20 with respect to Urbach et al{\textquoteright}s method.",
keywords = "OPENINGS",
author = "Florence Tushabe and Wilkinson, {Michael. H.F.}",
note = "Relation: http://www.rug.nl/informatica/organisatie/overorganisatie/iwi Rights: University of Groningen, Research Institute for Mathematics and Computing Science (IWI); 8th Workshop of the Cross-Language Evaluation Forum ; Conference date: 19-09-2007 Through 21-09-2007",
year = "2008",
language = "English",
isbn = "978-3-540-85759-4",
series = "LECTURE NOTES IN COMPUTER SCIENCE",
publisher = "University of Groningen, Johann Bernoulli Institute for Mathematics and Computer Science",
pages = "554--561",
editor = "C Peters and Jikoun and T Mandl and H Muller and DW Oard and A Penas and Petras and D Santos",
booktitle = "ADVANCES IN MULTILINGUAL AND MULTIMODAL INFORMATION RETRIEVAL",
}