Robust motion estimation design methodology

A. Heinrich, C.L.L. Bartels, R.J. Vleuten, van der, G. Haan, de

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

3 Citations (Scopus)
188 Downloads (Pure)

Abstract

For motion-adaptive video retiming methods, the quest to lower the implementation complexity and improve the quality of motion estimation algorithms still continues. Comparing different motion estimators (MEs) and/or fine-tuning ME parameters is a time-consuming task, and it is even more demanding to identify the MEs with a robust performance among all the well-performing MEs. Therefore, a computer-aided design methodology is required to effectively explore the large design space. Such a methodology requires objective performance metrics. As it is hard to find perfect metrics, we present a design methodology that can use suboptimal measures and still identify robust MEs. The proposed methodology is demonstrated using two different MEs.
Original languageEnglish
Title of host publicationProceedings of the 2010 Conference on Visual Media Production (CVMP), 17-18 November 2010
Place of PublicationPiscataway
PublisherInstitute of Electrical and Electronics Engineers
Pages49-57
ISBN (Print)978-1-4244-8872-8
DOIs
Publication statusPublished - 2010

Fingerprint

Dive into the research topics of 'Robust motion estimation design methodology'. Together they form a unique fingerprint.

Cite this