A Framework for Fuzzy Video Content Extraction, Storage and Retrieval

No Thumbnail Available

Date

2010

Journal Title

Journal ISSN

Volume Title

Publisher

Ieee

Open Access Color

OpenAIRE Downloads

OpenAIRE Views

Research Projects

Journal Issue

Abstract

This study presents a new comprehensive framework for semantic content extraction from raw video, storage of the extracted data and retrieval of the stored data. Objects, spatial relations between objects, events and temporal relations between events, which are considered as semantic contents of the video, are extracted automatically to a certain extend with the developed approach. Extraction process is supported by manual annotation when automatic extraction is not satisfactory. The extracted information is stored in an intelligent fuzzy object-oriented database in which the database is enhanced with a fuzzy knowledge-based system. Domain specific deduction rules can be defined to derive new information about semantic contents of the video. The database is also supported by an access structure to increase retrieval efficiency. The proposed framework is capable of handling uncertain data arising from annotation process or video nature.

Description

Koyuncu, Murat/0000-0003-1958-5945

Keywords

[No Keyword Available]

Turkish CoHE Thesis Center URL

Fields of Science

Citation

WoS Q

Scopus Q

Q3

Source

2010 IEEE World Congress on Computational Intelligence -- JUL 18-23, 2010 -- Barcelona, SPAIN

Volume

Issue

Start Page

End Page

Collections

Web of Science™ Citations

1

checked on Nov 08, 2025

Google Scholar Logo
Google Scholar™

Sustainable Development Goals

2

ZERO HUNGER
ZERO HUNGER Logo

3

GOOD HEALTH AND WELL-BEING
GOOD HEALTH AND WELL-BEING Logo

5

GENDER EQUALITY
GENDER EQUALITY Logo

6

CLEAN WATER AND SANITATION
CLEAN WATER AND SANITATION Logo

7

AFFORDABLE AND CLEAN ENERGY
AFFORDABLE AND CLEAN ENERGY Logo

11

SUSTAINABLE CITIES AND COMMUNITIES
SUSTAINABLE CITIES AND COMMUNITIES Logo

14

LIFE BELOW WATER
LIFE BELOW WATER Logo

15

LIFE ON LAND
LIFE ON LAND Logo

16

PEACE, JUSTICE AND STRONG INSTITUTIONS
PEACE, JUSTICE AND STRONG INSTITUTIONS Logo

17

PARTNERSHIPS FOR THE GOALS
PARTNERSHIPS FOR THE GOALS Logo