Citation link:
Authors:
Кунчев, Румен Кирилов; Kunchev, Rumen Kirilov; Манолова, Агата Христова; Manolova, Agata Hristova; Момчеджиков, Михаил Благоев рец.; Momchedzhikov, Mihailo Blagoev rew.
Title:
General approach for fast image retrieval from image databases using consecutive iterations in the transform domain
Other Titles:
Общ подход за бързо търсене в бази от изображения чрез последователни итерации в преобразуваното пространство
Date of Issue:
2005
Is Part of:
PROCEEDINGS OF THE TECHNICAL UNIVERSITY - SOFIA, 55, 2005 - Anniversary “Sixty Years Technical University - Sofia”, pp. 167-176
Publisher:
TU - Sofia
Identifiers:
0374-342Х [issn]
Type:
Article
Language:
eng
Subject:
търсещи системи - изображения; image retrieval
Abstract:
One of the most important problems connected with the organization of fast access to individual images in the database is related to the creation of effective algorithms for fast content based image retrieval. The research aims of this scientific work include the creation of a new general approach for fast image retrieval from multimedia databases using consecutive iterations in the transform domain. This approach is based on the fast Karhunen-Loeve Color Space Transform, on the inverse pyramidal decomposition of images and evaluation of distances between images using consecutive approximations in the linear transform domain. We will present the results from the computer simulations of the method using a database with natural images.
Description:
Reviewer prof. Mihail Momchedzhikov. - С ил., формули
