Thesis Details
MPEG-7 Multimedia Metadata Management
This MSc Thesis was performed during a study stay at the Faculty of Information Technology of the Brno University of Technology. This MSc Thesis deals with multimedia databases and it is focused on analysis of pictures with MPEG7 using Oracle InterMedia. Also, we create a model to perform a classification and prediction of images introduced in the database. This is useful to know and classify of a huge database, and later query the database for images we want to see. I worked with the eXperimentation Model (XM) innovative tool to analyze pictures, creating a MPEG7 documents with the information of color and texture of the picture. These are stored in the database and processed like XML documents. Also the created application has been developed with the aim of knowing and testing the last versions of interMedia technology provided by Oracle. At last this application uses the coefficients of the images to create a classifier model that can be used by the program RapidMiner. We can use this tool to realize predictions about the images description.
MPEG-7, XML, Color Descriptors, Texture Descriptors, XMLType, Database, SQL, Oracle InterMedia, UML, Classification, Crossvalidation, Java.
@mastersthesis{FITMT7219,
author = "Antonio Casero",
type = "Master's thesis",
title = "MPEG-7 Multimedia Metadata Management",
school = "Brno University of Technology, Faculty of Information Technology",
year = 2008,
location = "Brno, CZ",
language = "english",
url = "https://www.fit.vut.cz/study/thesis/7219/"
}