Accumulation of different visual feature descriptors in a coherent framework

J.B. Jessen; F. Pilz; Dirk Kraft; N. Pugeault; N. Krüger

doi:10.1007/978-3-642-21227-7_8

Accumulation of different visual feature descriptors in a coherent framework

J.B. Jessen, F. Pilz, Dirk Kraft, N. Pugeault, N. Krüger

Institut for Arkitektur og Medieteknologi

Publikation: Bidrag til tidsskrift › Konferenceartikel i tidsskrift › Forskning › peer review

1 Citationer (Scopus)

Abstract

We present a temporal accumulation scheme which disambiguates different kinds of visual 3D descriptors within one coherent framework. The accumulation consists of a twofold process: First, by means of a Bayesian filtering outliers become eliminated and second, the precision of the extracted information becomes enhanced by means of an unscented Kalman filtering process. It is a particular property of our algorithm to be able to deal with different kinds of visual descriptors by the very same mechanism. We show quantitative and qualitative results.

Originalsprog	Engelsk
Bogserie	Lecture Notes in Computer Science
Vol/bind	6688 LNCS
Sider (fra-til)	79-90
Antal sider	12
ISSN	0302-9743
DOI	https://doi.org/10.1007/978-3-642-21227-7_8
Status	Udgivet - 2011
Begivenhed	17th Scandinavian Conference on Image Analysis - Ystad, Sverige Varighed: 23 maj 2011 → 27 maj 2011

Konference

Konference	17th Scandinavian Conference on Image Analysis
Land/Område	Sverige
By	Ystad
Periode	23/05/2011 → 27/05/2011

Adgang til dokumentet

10.1007/978-3-642-21227-7_8

AUB Link

Søg efter materialet i Aalborg Universitetsbiblioteks søgemaskine

Andre filer og links

Link to publication in Scopus

Citationsformater

@inproceedings{6a5cc34d905847719cc657a3e8436d38,

title = "Accumulation of different visual feature descriptors in a coherent framework",

abstract = "We present a temporal accumulation scheme which disambiguates different kinds of visual 3D descriptors within one coherent framework. The accumulation consists of a twofold process: First, by means of a Bayesian filtering outliers become eliminated and second, the precision of the extracted information becomes enhanced by means of an unscented Kalman filtering process. It is a particular property of our algorithm to be able to deal with different kinds of visual descriptors by the very same mechanism. We show quantitative and qualitative results.",

author = "J.B. Jessen and F. Pilz and Dirk Kraft and N. Pugeault and N. Kr{\"u}ger",

year = "2011",

doi = "10.1007/978-3-642-21227-7_8",

language = "English",

volume = "6688 LNCS",

pages = "79--90",

journal = "Lecture Notes in Computer Science",

issn = "0302-9743",

publisher = "Physica-Verlag",

note = "17th Scandinavian Conference on Image Analysis ; Conference date: 23-05-2011 Through 27-05-2011",

}

TY - GEN

T1 - Accumulation of different visual feature descriptors in a coherent framework

AU - Jessen, J.B.

AU - Pilz, F.

AU - Kraft, Dirk

AU - Pugeault, N.

AU - Krüger, N.

PY - 2011

Y1 - 2011

N2 - We present a temporal accumulation scheme which disambiguates different kinds of visual 3D descriptors within one coherent framework. The accumulation consists of a twofold process: First, by means of a Bayesian filtering outliers become eliminated and second, the precision of the extracted information becomes enhanced by means of an unscented Kalman filtering process. It is a particular property of our algorithm to be able to deal with different kinds of visual descriptors by the very same mechanism. We show quantitative and qualitative results.

AB - We present a temporal accumulation scheme which disambiguates different kinds of visual 3D descriptors within one coherent framework. The accumulation consists of a twofold process: First, by means of a Bayesian filtering outliers become eliminated and second, the precision of the extracted information becomes enhanced by means of an unscented Kalman filtering process. It is a particular property of our algorithm to be able to deal with different kinds of visual descriptors by the very same mechanism. We show quantitative and qualitative results.

UR - http://www.scopus.com/inward/record.url?scp=79957470006&partnerID=8YFLogxK

U2 - 10.1007/978-3-642-21227-7_8

DO - 10.1007/978-3-642-21227-7_8

M3 - Conference article in Journal

AN - SCOPUS:79957470006

SN - 0302-9743

VL - 6688 LNCS

SP - 79

EP - 90

JO - Lecture Notes in Computer Science

JF - Lecture Notes in Computer Science

T2 - 17th Scandinavian Conference on Image Analysis

Y2 - 23 May 2011 through 27 May 2011

ER -

Accumulation of different visual feature descriptors in a coherent framework

Abstract

Konference

Adgang til dokumentet

AUB Link

Andre filer og links

Fingeraftryk

Citationsformater