loading
Papers Papers/2022 Papers Papers/2022

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Harish Bhaskar and Helmut Bez

Affiliation: Loughborough University, United Kingdom

Keyword(s): Block motion estimation, affine, deformation handling, genetic algorithms, multi-resolution, object tracking.

Related Ontology Subjects/Areas/Topics: Image Processing ; Informatics in Control, Automation and Robotics ; Robotics and Automation ; Vision, Recognition and Reconstruction

Abstract: Motion Estimation is a popular technique for computing the displacement vectors between objects or attributes between images captured at subsequent time stamps. Block matching is a well known technique of motion estimation that has been successfully applied to several applications such as video coding, compression and object tracking. One of the major limitations of the algorithm is its ability to cope with deformation of objects or image attributes within the image. In this paper we present a novel scheme for block matching that combines genetic algorithms with affine transformations to accurate match blocks. The model is adapted into a multi-resolution framework and is applied to object tracking. A detailed analysis of the model alongside critical results illustrating its performance on several synthetic and real-time datasets is presented.

CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 18.225.56.79

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Bhaskar, H. and Bez, H. (2007). MULTI-RESOLUTION BLOCK MATCHING MOTION ESTIMATION WITH DEFORMATION HANDLING USING GENETIC ALGORITHMS FOR OBJECT TRACKING APPLICATIONS. In Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics - Volume 4: ICINCO; ISBN 978-972-8865-83-2; ISSN 2184-2809, SciTePress, pages 169-174. DOI: 10.5220/0001650501690174

@conference{icinco07,
author={Harish Bhaskar. and Helmut Bez.},
title={MULTI-RESOLUTION BLOCK MATCHING MOTION ESTIMATION WITH DEFORMATION HANDLING USING GENETIC ALGORITHMS FOR OBJECT TRACKING APPLICATIONS},
booktitle={Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics - Volume 4: ICINCO},
year={2007},
pages={169-174},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001650501690174},
isbn={978-972-8865-83-2},
issn={2184-2809},
}

TY - CONF

JO - Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics - Volume 4: ICINCO
TI - MULTI-RESOLUTION BLOCK MATCHING MOTION ESTIMATION WITH DEFORMATION HANDLING USING GENETIC ALGORITHMS FOR OBJECT TRACKING APPLICATIONS
SN - 978-972-8865-83-2
IS - 2184-2809
AU - Bhaskar, H.
AU - Bez, H.
PY - 2007
SP - 169
EP - 174
DO - 10.5220/0001650501690174
PB - SciTePress

- Science and Technology Publications, Lda.
RESOURCES

Proceedings

Papers

Authors

Ontology

CONTACTS

Science and Technology Publications, Lda
Avenida de S. Francisco Xavier, Lote 7 Cv. C,
2900-616 Setúbal, Portugal.

Phone: +351 265 520 185 (National fixed network call)
Fax: +351 265 520 186
Email: info@scitepress.org

EXTERNAL LINKS

PRIMORIS

INSTICC

SCITEVENTS

CROSSREF

PROCEEDINGS SUBMITTED FOR INDEXATION BY:

dblp

Ei Compendex

SCOPUS

Semantic Scholar

Google Scholar

Microsoft Academic