Analysis of the objects images on the sea using Dempster-Shafer Theory

Katarzyna Bobkowska

doi:10.1109/irs.2016.7497280

Analysis of the objects images on the sea using Dempster-Shafer Theory

Abstract

The paper presents the concept of using aerial and satellite imagery or images coming from the marine radar to identify and track vessels at sea. The acquired data were subjected to a highly advanced image analysis. The development of remote sensing techniques allows to gain a huge amount of data. These data are useful information source however usually we have to use different data mining methods to gain interested information. In this paper there is described a special approach based on specific approach coming from advanced image analysis method created for the purpose of tracking objects. Unfortunately, object recognition using image analysis involves some level of uncertainty. Therefore, in the final identification process we have to take into account the belief and the plausibility functions.

Citations

9

CrossRef
0

Web of Science
1 2

Scopus

Author (1)

Katarzyna Bobkowska dr inż.

Cite as

Full text

full text is not available in portal

full content of the article see on external site open in new tab

Keywords

Details

Category:: Conference activity
Type:: materiały konferencyjne indeksowane w Web of Science
Title of issue:: 2016 17th International Radar Symposium (IRS)
ISSN:: 2155-5745
Language:: English
Publication year:: 2016
Bibliographic description:: Bobkowska K..: Analysis of the objects images on the sea using Dempster-Shafer Theory, W: 2016 17th International Radar Symposium (IRS), 2016, IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA ,.
DOI:: Digital Object Identifier (open in new tab) 10.1109/irs.2016.7497280
Verified by:: Gdańsk University of Technology