Detail publikačního výsledku

4D dynamic contrast enhanced CT data registration using optical flow

JAKUBÍČEK, R.; JAN, J.

Originální název

4D dynamic contrast enhanced CT data registration using optical flow

Anglický název

4D dynamic contrast enhanced CT data registration using optical flow

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

This paper deals with 4D (3D + time) registration method based on optical flow. The main goal is to obtain the velocity field, which is used to correction of displacement in the thoracic data. The one of the most widely used optical flow method published by Horn and Schunck, is utilized in this paper. The proposed method is based on H-S scheme, which is extended by pyramidal and multi-level approach. This allows estimation a larger displacements and this algorithm is thus more robust. Moreover the optical flow method was extended for three-dimension images that develops in time. The performance of proposed algorithm was applied on POPI model, the public model of lung data, which was deformed by synthetic velocity field.

Anglický abstrakt

This paper deals with 4D (3D + time) registration method based on optical flow. The main goal is to obtain the velocity field, which is used to correction of displacement in the thoracic data. The one of the most widely used optical flow method published by Horn and Schunck, is utilized in this paper. The proposed method is based on H-S scheme, which is extended by pyramidal and multi-level approach. This allows estimation a larger displacements and this algorithm is thus more robust. Moreover the optical flow method was extended for three-dimension images that develops in time. The performance of proposed algorithm was applied on POPI model, the public model of lung data, which was deformed by synthetic velocity field.

Klíčová slova

Optical flow, 4D registration, dynamic contrast enhanced

Klíčová slova v angličtině

Optical flow, 4D registration, dynamic contrast enhanced

Autoři

JAKUBÍČEK, R.; JAN, J.

Vydáno

24.04.2014

Nakladatel

LITERA

Místo

Brno

ISBN

978-80-214-4924-4

Kniha

Proceedings of the 20th Conference STUDENT EEICT 2014 Volume 3

Strany od

222

Strany do

226

Strany počet

5

URL

http://www.feec.vutbr.cz/EEICT/wp-content/uploads/2014/04/2014-sbornik-phd.pdf

BibTex

@inproceedings{BUT107632,
  author="Roman {Jakubíček} and Jiří {Jan}",
  title="4D dynamic contrast enhanced CT data registration using optical flow",
  booktitle="Proceedings of the 20th Conference STUDENT EEICT 2014 Volume 3",
  year="2014",
  number="1.",
  pages="222--226",
  publisher="LITERA",
  address="Brno",
  isbn="978-80-214-4924-4",
  url="http://www.feec.vutbr.cz/EEICT/wp-content/uploads/2014/04/2014-sbornik-phd.pdf"
}