Publication detail

Description of Objects in Images Using MPEG-7 Descriptors

DVOŘÁK, P. ZUKAL, M.

Original Title

Description of Objects in Images Using MPEG-7 Descriptors

English Title

Description of Objects in Images Using MPEG-7 Descriptors

Type

journal article - other

Language

en

Original Abstract

This paper focuses on implementation of MPEG-7 image descriptors, particularly color and contour-shape descriptors. As the color descriptor, the Dominant color is used, the Curvature Scale Space is used as contour-shape descriptor. Both of these descriptors are used to describe region of image, its color and shape. The dominant color can also be used to the description of whole image. The results of computation are written into an XML file according to the same standard, MPEG-7. At the end of this paper, results of implementation and parts of the output XML file are shown. The created algorithms are part of a large project that deals with object detection, object recognition and object description in images.

English abstract

This paper focuses on implementation of MPEG-7 image descriptors, particularly color and contour-shape descriptors. As the color descriptor, the Dominant color is used, the Curvature Scale Space is used as contour-shape descriptor. Both of these descriptors are used to describe region of image, its color and shape. The dominant color can also be used to the description of whole image. The results of computation are written into an XML file according to the same standard, MPEG-7. At the end of this paper, results of implementation and parts of the output XML file are shown. The created algorithms are part of a large project that deals with object detection, object recognition and object description in images.

Keywords

CSS, Curvature Scale Space, dominant color, image processing, MPEG-7, object description, XML.

RIV year

2012

Released

01.04.2012

ISBN

1213-1539

Periodical

Elektrorevue - Internetový časopis (http://www.elektrorevue.cz)

Year of study

3

Number

1

State

CZ

Pages from

26

Pages to

31

Pages count

6

Documents

BibTex


@article{BUT90681,
  author="Pavel {Dvořák} and Martin {Zukal}",
  title="Description of Objects in Images Using MPEG-7 Descriptors",
  annote="This paper focuses on implementation of MPEG-7 image descriptors, particularly color and contour-shape descriptors. As the color descriptor, the Dominant color is used, the Curvature Scale Space is used as contour-shape descriptor. Both of these descriptors are used to describe region of image, its color and shape. The dominant color can also be used to the description of whole image. The results of computation are written into an XML file according to the same standard, MPEG-7. At the end of this paper, results of implementation and parts of the output XML file are shown. The created algorithms are part of a large project that deals with object detection, object recognition and object description in images.",
  chapter="90681",
  number="1",
  volume="3",
  year="2012",
  month="april",
  pages="26--31",
  type="journal article - other"
}